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How to Become a Data Scientist in 2023

Video vocabulary

convenient

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US / kənˈvi:niənt /

UK / kənˈvinjənt /

A2
  • adjecitve
  • Allowing you to do something with less trouble

intuition

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US / ˌɪntjuˈɪʃn /

UK / ˌɪntuˈɪʃən, -tju- /

B2
  • noun
  • Natural ability to guess or feel things

strategy

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US / 'strætədʒɪ /

UK / ˈstrætədʒi /

A2
  • noun
  • Careful plan or method for achieving a goal
  • other
  • Branch of military dealing with command

tool

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US / tu:l /

UK / tul /

A2
  • noun
  • Device used to make things, e.g. a hammer
  • verb
  • To provide a workshop with the right equipment

try

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US / traɪ /

UK / traɪ /

A1
  • noun
  • Act of putting the ball over the rugby goal line
  • verb
  • To make an effort, to attempt to do something
  • To examine someone or something in a court of law
  • To test to see if it is good or you like it
  • To make a person go through hardship; test
  • To examine something to see if it works

small

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US / smɔ:l /

UK / smɔl /

A1
  • adjecitve
  • Little in size; not big
  • (Of letters) not written in capital letters
  • Being insignificant or minor
  • (Of a business) with few people or things; local
  • (Of voice) being soft and quiet
  • (Of a child) being young

sure

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US / ʃʊə(r) /

UK / ʃʊr /

A1
  • adjecitve
  • Having no doubts about something
  • Have confidence in your own words or actions
  • Firmly established or held; being firm or stable
  • Being correct or true
  • adverb
  • What you say to agree willingly

skill

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US / skɪl /

UK / skɪl /

A2
  • noun
  • Ability to do something well

untrained

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US / ˌʌnˈtreɪnd /

UK / ˌʌnˈtreɪnd /

B1
  • adjecitve
  • Not educated in a particular subject
  • Not disciplined or conditioned by practice

feel

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US / fi:l /

UK / fil /

A1
  • verb
  • To be aware of or experience an emotion, sensation
  • To sense through direct contact; touch

code

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US / kəʊd /

UK / kod /

A2
  • noun
  • A password made of a set of letters or numbers
  • Set of rules for behavior
  • A secret language using secret symbols
  • Written part of a computer program
  • verb
  • To express information in a series of numbers
  • To write a secret message using secret symbols
  • To write programs using computer languages

excel

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US / ɪkˈsel /

UK / ɪkˈsɛl /

B2
  • verb
  • To perform an activity better than others

lee

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US / li: /

UK / li /

A1
  • noun
  • The side of something that is sheltered from the wind

too

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US / tu: /

UK / tu /

A1
  • adverb
  • In addition, also; with emphasis
  • Say that something is more than you want

programming

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US / ˈprəʊgræmɪŋ /

UK / ˈproʊgræmɪŋ /

A1
  • noun
  • Writing computer code for a piece of software
  • TV or radio shows broadcast by a station
  • verb
  • To make someone act or think in a certain way
  • To write computer code for a piece of software

walk

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US / wɔ:k /

UK / wɔk /

A1
  • noun
  • Journey on foot done for pleasure or exercise
  • verb
  • To move with your legs at a slowish pace

use

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US / ju:s /

UK / ju:s /

A1
  • noun
  • Ability to employ something
  • Need to enable it to work
  • Permission to do something with something
  • Act of spending money
  • Operation of a machine for its function
  • verb
  • To have; to eat, drink, consume etc.
  • To need to operate or work
  • To operate a machine, e.g. a computer
  • To treat a person badly
  • To do something with, for a task or purpose

write

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US / raɪt /

UK / raɪt /

A1
  • verb
  • To compose letters and words on paper or a screen
  • To invent or create a computer program
  • To create a song or piece of music

science

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US / 'saɪəns /

UK / ˈsaɪəns /

A2
  • noun
  • Study of the physical world, based on facts

should

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US / ʃʊd /

UK / ʃʊd /

A1
  • other
  • Used to indicate what is proper or reasonable

utilize

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US / ˈju:təlaɪz /

UK / ˈjutlˌaɪz /

B1
  • verb
  • To use something for a particular purpose

worried

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US / ˈwʌrid /

UK / ˈwɜ:rid /

A1
  • adjecitve
  • Feeling troubled or concerned
  • verb
  • To cause concern or trouble over something
  • To feel concerned or troubled about something

always

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US / 'ɔ:lweɪz /

UK / ˈɔlwez,-wɪz,-wiz /

A1
  • adverb
  • For a very long time
  • At all times; in every situation
  • For ever

many

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US / 'menɪ /

UK / ˈmɛni /

A1
  • determiner
  • Used to refer a large number of things

describe

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US / dɪ'skraɪb /

UK / dɪˈskraɪb /

A1
  • verb
  • To tell the appearance, sound, smell of something

discipline

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US / 'dɪsəplɪn /

UK / ˈdɪsəplɪn /

B1
  • noun
  • Instruction and practice to teach obedience
  • Particular field of study
  • Act of punishing a person for wrongdoing
  • verb
  • To control or train others by making them obey you
  • To punish a person for their wrongdoing

tableau

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US / ˈtæbləʊ /

UK / ˈtæbˌlo, tæˈblo /

C1
  • noun
  • View or sight that looks like a picture

will

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US / wɪl /

UK / wɪl /

A1
  • noun
  • Desire or choice of someone
  • Document saying who gets your money when you die
  • Strong desire to do something; determination
  • Desire to do something; strong wish to do
  • other
  • Used with verbs to express the future
  • verb
  • To leave property to someone after your death
  • To use mental effort to make something happen
  • Am (is, are) likely to do
  • To influence someone to do something
  • To make something happen by strongly wanting it

consider

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US / kən'sɪdə(r) /

UK / kənˈsɪdər /

A1
  • verb
  • To think carefully about something

before

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US / bɪˈfɔ:(r) /

UK / bɪˈfɔr,-ˈfor /

A1
  • adverb
  • At a time earlier than the present; previously
  • conjunction
  • In advance of something happening
  • preposition
  • In front of someone or something

corporate

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US / ˈkɔ:pərət /

UK / ˈkɔrpərɪt, ˈkɔrprɪt /

A2
  • adjecitve
  • Concerning (usually large) companies

extra

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US / 'ekstrə /

UK / 'ekstrə /

A2
  • adjecitve
  • More than necessary; additional
  • noun
  • Items more than you need; additional items
  • Person who has a small part in a movie
  • Special version of a newspaper

have

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US / həv /

UK / hæv /

A1
  • verb
  • To drink, smoke, eat or use something
  • To experience the effects of something
  • To organize an event, or join in an activity
  • To own, possess, or hold something
  • To cause to happen or produce a particular effect

information

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US / ˌɪnfəˈmeɪʃn /

UK / ˌɪnfɚˈmeʃən /

A1
  • noun
  • Collection of facts and details about something

initially

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US / ɪˈnɪʃəli /

UK / ɪˈnɪʃəli /

A2
  • adverb
  • At first; originally

machine

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US / mə'ʃi:n /

UK / məˈʃin /

A1
  • noun
  • Piece of equipment used to do work
  • Powerful group who control and organize things
  • verb
  • To shape, work on something, using a device

last

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US / lɑ:st /

UK / læst /

A1
  • adjecitve
  • Most recent; the latest
  • The one before
  • adverb
  • Final; with nothing following; after all others
  • Most recent; the latest
  • determiner
  • The one at the end
  • verb
  • To remain or continue for a certain period of time

plan

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US / plæn /

UK / plæn /

A1
  • noun
  • Drawing of how something should be done or made

popularity

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US / ˌpɒpjuˈlærəti /

UK / ˌpɑ:pjuˈlærəti /

A2
  • noun
  • State of being liked or supported by many people

without

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US / wɪˈðaʊt /

UK / wɪðˈaʊt, wɪθ- /

A1
  • preposition
  • Not with; not having

datum

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US / ˈdeɪtəm /

UK / ˈdetəm, ˈdætəm, ˈdɑtəm /

B1
  • noun
  • Item of factual information

collaborator

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US / kəˈlæbəreɪtə(r) /

UK / kəˈlæbəˌretɚ /

B1
  • noun
  • Someone who cooperates with an enemy
  • Someone you are working on a task together with

instance

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US / 'ɪnstəns /

UK / ˈɪnstəns /

A2
  • noun
  • An example of something; case
  • verb
  • To give as an example of something else

process

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US / prə'ses /

UK / ˈprɑsˌɛs, ˈproˌsɛs /

A2
  • noun
  • Dealing with official forms in the way required
  • Set of changes that occur slowly and naturally
  • verb
  • To organize and use data in a computer
  • To deal with official forms in the way required
  • To prepare by treating something in a certain way
  • To adopt a set of actions that produce a result
  • To convert by putting something through a machine

spending

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US / ˈspendɪŋ /

UK / ˈspɛndɪŋ /

A2
  • verb
  • To use money to pay for something
  • To use time in order to do something
  • To use up something completely

with

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US / wɪð /

UK / wɪð, wɪθ /

A1
  • preposition
  • As an employee of a certain company
  • Against something or someone
  • By using something as a means
  • Due to; because of
  • Including
  • Possessing as a feature
  • Related to
  • (Of the manner/attitude by which you do something)
  • Used to express that people or things are together

tech

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US / tek /

UK / tɛk /

A2
  • noun
  • Shortened form of 'technology' or 'technician'

break

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US / breɪk /

UK / brek /

A1
  • noun
  • Time you stop an activity before continuing
  • End of a relationship
  • An escape from a place such as a jail
  • (Lucky) advantage or benefit from something
  • Find a solution or answer to a problem or crime
  • Change in the weather
  • verb
  • To create a new record e.g. running the 100m dash
  • To form a crack in something
  • To burst or become damaged
  • To end a relationship
  • To escape from a place such as a jail
  • To train a wild animal e.g. a horse
  • To separate into pieces by force, or by dropping
  • To act against a law, rule, or promise
  • To become known suddenly, as in the news
  • To not do what you promised e.g. not keep promises
  • To solve a crime, or answer a problem
  • To stop functioning properly
  • To suddenly start, open or commence
  • To change in pitch suddenly, as in a voice
  • To fall on the shore, as in waves
  • To begin or change suddenly; the dawn or weather
  • To defeat by causing the person to lose their will

competency

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US / ˈkɒmpɪtənsi /

UK / ˈkɑ:mpɪtənsi /

B2
  • noun
  • Ability to do in a fully satisfactory way

increase

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US / ɪn'kri:s /

UK / ɪnˈkris /

A1
  • noun
  • Fact of increasing; amount something grows by
  • verb
  • To make or become larger in size or amount

marketing

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US / ˈmɑ:kɪtɪŋ /

UK / ˈmɑ:rkɪtɪŋ /

B1
  • noun
  • The act of selling services or goods
  • verb
  • To publicize products to get you to buy; advertise

aspire

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US / əˈspaɪə(r) /

UK / əˈspaɪr /

B2
  • verb
  • To have a great ambition or goal

estimate

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US / 'estɪmət /

UK / ˈɛstəˌmet /

A2
  • noun
  • Guess or calculation of cost, size or value
  • verb
  • To guess or calculate the cost, size or value of

era

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US / 'ɪərə /

UK / 'ɪrə /

B1
  • noun
  • Period characterized by particular events, people

fundamental

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US / ˌfʌndəˈmentl /

UK / ˌfʌndəˈmɛntl /

A2
  • adjecitve
  • Forming a necessary part, base, or core
  • noun
  • A basic part of something
  • (Music) the lowest note in a harmony

model

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US / ˈmɒdl /

UK / ˈmɑ:dl /

A2
  • adjecitve
  • Being an excellent example of
  • noun
  • Person who wears fashion to show it to the public
  • A small scale copy of a full original
  • verb
  • To wear and display clothes at a fashion show
  • To make a small scale copy of a full original

world

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US / wɜ:ld /

UK / wɜrld /

A1
  • noun
  • All the humans, events, activities on the earth
  • Political division due to some kind of similarity

economic

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US / ˌi:kəˈnɒmɪk /

UK / ˌɛkəˈnɑmɪk, ˌikə- /

A2
  • adjecitve
  • Concerning trade, industry, and money

hand

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US / hænd /

UK / hænd /

A1
  • noun
  • Cards given to a player in a card game
  • Piece of a clock that points to the time
  • Someone who performs physical tasks or work
  • Body part at the end of a person's arm
  • Help for someone performing a particular action
  • Condition of having power or influence
  • Member of the crew of a ship
  • verb
  • To give something to someone personally

indicate

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US / ˈɪndɪkeɪt /

UK / ˈɪndɪˌket /

A2
  • verb
  • To show something; direct attention to; point out
  • To represent something using a symbol or sign

scientist

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US / ˈsaɪəntɪst /

UK / ˈsaɪəntɪst /

A2
  • noun
  • Person who is trained in a science

senior

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US / 'si:nɪə(r) /

UK / ˈsinjɚ /

A2
  • adjecitve
  • Being older than another person
  • Concerning the needs or activities of older people
  • (Student) in the final year of school
  • noun
  • Person who has usually reached a specific old age
  • Person who is older than someone else
  • Person with higher status or authority than
  • Student who is in the final year of school

relatively

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US / ˈrelətɪvli /

UK / ˈrɛlətɪvlɪ /

A2
  • adverb
  • In a manner comparing something to something else

busy

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US / 'bɪzɪ /

UK / ˈbɪzi /

A1
  • adjecitve
  • Working hard doing something; full of activity
  • verb
  • To actively be occupied with doing something

could

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US / kəd /

UK / kʊd /

A1
  • other
  • Past form of 'can' to mean have ability
  • Used to ask for something politely, or to offer

know

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US / nəʊ /

UK / noʊ /

A1
  • verb
  • To be familiar with a person or place, thing
  • To feel sure or be convinced about something
  • To discover or be aware of something
  • To be able to distinguish
  • To have knowledge of things

often

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US / ˈɔfən /

UK / ˈɔfən,ˈɑfən,ˈɔftən,ˈɑf- /

A1
  • adverb
  • Many times; frequently; on many occasions

willing

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US / 'wɪlɪŋ /

UK / ˈwɪlɪŋ /

A2
  • adjecitve
  • Act of making a choice
  • verb
  • To leave property to someone after your death
  • To use mental effort to make something happen
  • To influence someone to do something
  • To make something happen by strongly wanting it

focus

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US / 'fəʊkəs /

UK / ˈfokəs /

A2
  • noun
  • Main purpose or center of interest or activity
  • verb
  • To see clearly by adjusting your eyes or a camera
  • To keep your attention, concentration on one thing

end

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US / end /

UK / ɛnd /

A1
  • noun
  • The point where a process or activity stops
  • A point that marks the limit of something; finish
  • Goal or desired result
  • The tip, edge or limit of something
  • verb
  • To be the last part of something

explore

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US / ɪk'splɔ:(r) /

UK / ɪkˈsplɔr /

A2
  • verb
  • To examine something in detail to learn about it
  • To travel to a place to discover more about it

not

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US / nɒt /

UK / nɑt /

A1
  • adverb
  • Word indicating the negative
  • (Used to form the negative of verbs)

our

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US / 'aʊə(r) /

UK / aʊr /

A1
  • determiner
  • Belonging to us

opening

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US / ˈəʊpnɪŋ /

UK / ˈoʊpnɪŋ /

A1
  • noun
  • Free job; job you can apply for
  • Action of starting something, e.g. a new business
  • verb
  • To make accessible or able to be used, e.g. road
  • To start the activities or services of a business
  • To make a space or hole appear in something
  • To move or change so that it is no longer closed
  • To start something, e.g. a new business

deal

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US / di:l /

UK / dil /

A1
  • verb
  • To cope with something - usually troubles
  • To give (something bad e.g. news) to
  • To buy and sell illegal drugs
  • To give out (cards, etc.) to; distribute
  • To do business with someone or to sell products

experience

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US / ɪk'spɪərɪəns /

UK / ɪkˈspɪriəns /

A1
  • noun
  • Thing a person has done or that happened to them
  • An event at which you learned something
  • Knowledge gained by living life, doing new things
  • verb
  • To gain knowledge by doing things

detailed

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US / ˈdi:teɪld /

UK / dɪˈteld,ˈdiˌteld /

A1
  • adjecitve
  • Developed or made with great care

perform

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US / pə'fɔ:m /

UK / pɚˈfɔrm /

A1
  • verb
  • To carry out an action well or successfully
  • To entertain an audience by dancing, singing etc.

portfolio

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US / pɔ:t'fəʊlɪəʊ /

UK / pɔrtˈfoliˌo, port- /

B1
  • noun
  • A list of the financial assets held by someone
  • List of work submitted to a teacher/for approval

advantage

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US / əd'vɑ:ntɪdʒ /

UK / ædˈvæntɪdʒ /

A2
  • noun
  • Thing making the chance of success higher
  • A positive point about something

business

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US / ˈbɪznəs /

UK / ˈbɪznɪs /

A1
  • noun
  • A company formed for making profit
  • Matter that has to be dealt with; task; situation
  • Activity of working to make a profit

content

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US / 'kɒntent /

UK / ˈkɑnˌtɛnt /

A2
  • adjecitve
  • Being happy or satisfied
  • noun
  • Information in something, e.g. book or computer

description

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US / dɪˈskrɪpʃn /

UK / dɪˈskrɪpʃən /

A2
  • noun
  • Explanation of what something is like, looks like

passionate

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US / ˈpæʃənət /

UK / ˈpæʃənɪt /

A2
  • adjecitve
  • Being easily excited to strong emotions
  • Having strong sexual desires

resume

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US / rɪ'zju:m /

UK / rɪˈzum /

B2
  • noun
  • A record of your achievements and qualifications
  • verb
  • To return to your seat, a place or position
  • To continue something after a pause or break

embrace

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US / ɪm'breɪs /

UK / ɛmˈbres /

B1
  • noun
  • Act of holding someone closely
  • verb
  • To hold closely; cuddle, kiss or hug

compare

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US / kəm'peə(r) /

UK / kəmˈpɛr /

A1
  • verb
  • To consider how similar and different things are

interested

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US / ˈɪntrəstɪd /

UK / ˈɪntrɪstɪd, -tərɪstɪd, -təˌrɛstɪd /

A1
  • adjecitve
  • Having had your attention taken; curious
  • verb
  • To make someone want to know about something
  • To persuade to do, become involved with something

involve

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US / ɪn'vɒlv /

UK / ɪnˈvɑlv /

A2
  • verb
  • To have or be included as a part of something

necessary

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US / 'nesəsərɪ /

UK / ˈnɛsɪˌsɛri /

A1
  • adjecitve
  • Needed or required; unavoidable

please

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US / pli:z /

UK / pliz /

A1
  • adverb
  • Used when you politely ask people for things
  • verb
  • To entertain someone, by dancing, singing etc.
  • To make someone happy by doing something

pick

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US / pɪk /

UK / pɪk /

A1
  • noun
  • Sharp tool used for breaking the ground
  • Item selected from a group of choices
  • verb
  • To take fruit or vegetables from a plant or tree
  • To decide on a thing from various choices; select
  • To remove (flower, etc.) with your fingers

study

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US / 'stʌdɪ /

UK / ˈstʌdi /

A1
  • noun
  • Room that a person studies or reads in
  • Piece of research
  • Topic or subject you research or learn about
  • verb
  • To focus on learning something usually at school

understand

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US / ˌʌndə'stænd /

UK / ˌʌndɚˈstænd /

A1
  • verb
  • To know the meaning of language, what someone says

would

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US / wʊd /

UK / wʊd /

A1
  • other
  • Used to indicate something imagined
  • Used to ask or request something politely
  • Verb used to indicate possibility, request etc.
  • Used to indicate a preference
  • Used to indicate a reaction
  • Indicates something that occurred repeatedly
  • Used to indicate willingness or ability to do

address

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US / ə'dres /

UK / əˈdrɛs /

A1
  • noun
  • Exact street location of a place
  • A formal speech to a group of people
  • verb
  • To write the place someone lives on a letter
  • To refer to someone or something formally
  • To make a formal speech to a group of people
  • To try to find a solution to; think about

become

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US / bɪ'kʌm /

UK / bɪˈkʌm /

A1
  • verb
  • To begin to be; grow to be; develop into
  • To be suitable for a particular job or role

platform

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US / 'plætfɔ:m /

UK / ˈplætˌfɔrm /

B1
  • noun
  • Flat, raised structure that people stand on
  • Area from which you board a train at a station

subscribe

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US / səb'skraɪb /

UK / səbˈskraɪb /

B1
  • verb
  • To regularly pay to receive a service

role

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US / rəʊl /

UK / rol /

A2
  • noun
  • Character played by an actor
  • Part you play in an activity; job; responsibility

bureau

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US / 'bjʊərəʊ /

UK / ˈbjʊro /

B1
  • noun
  • Administrative unit of government

expect

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US / ɪk'spekt /

UK / ɪkˈspɛkt /

A1
  • verb
  • To believe something is probably going to happen

testing

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US / ˈtestɪŋ /

UK / ˈtestɪŋ /

A1
  • verb
  • To be given a medical examination
  • To try to establish the truth or nature of
  • To ask a series of questions to measure knowledge

significant

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US / sɪgˈnɪfɪkənt /

UK / sɪɡˈnɪfɪkənt /

A2
  • adjecitve
  • Large enough to be noticed or have an effect
  • Having meaning; important; noticeable
  • (Statistics) being clearly different

want

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US / wɔnt /

UK / wɑnt, wɔnt /

A1
  • noun
  • Something you desire or wish for
  • State or condition of poverty
  • verb
  • To desire or wish for something; hope for a thing

video

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US / 'vɪdɪəʊ /

UK / ˈvɪdiˌo /

A2
  • adjecitve
  • Of a moving film, with sound
  • noun
  • Recording capturing action with sound
  • verb
  • To make a moving film of, with sound

can

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US / kæn /

UK / kən,kæn /

A1
  • noun
  • A metal container for storing food
  • other
  • Able to; have the skill to; have the time to
  • verb
  • To have permission to
  • To be possible to do
  • To preserve food by sealing it in a metal container

con

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US / kɒn /

UK / kɑ:n /

B2
  • noun
  • Argument pointing out the negatives of a position
  • verb
  • To trick or deceive someone

income

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US / ˈɪnkʌm /

UK / ˈɪnˌkʌm /

A1
  • noun
  • Earned money from work, investments or business

python

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US / 'paɪθən /

UK / ˈpaɪˌθɑn, -θən /

B2
  • noun
  • A large snake that crushes its victims

but

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US / bət /

UK / bʌt,bət /

A1
  • conjunction
  • Used before you say something different, opposite

apply

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US / ə'plaɪ /

UK / əˈplaɪ /

A1
  • verb
  • To spread a substance or liquid over a surface
  • To commit your time and effort to doing something
  • To make something useful in a certain situation
  • To be relevant for a situation
  • To ask formally for (job, permission etc.)

especially

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US / ɪˈspeʃəli /

UK / ɛˈspɛʃəli, ɪˈspɛʃ- /

A1
  • adverb
  • More than usual; extremely

give

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US / ɡɪv /

UK / ɡɪv /

A1
  • noun
  • Degree of flexibility in something, a material
  • verb
  • To hand over or present something to someone
  • To cause someone to have or experience something

good

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US / ɡʊd /

UK / ɡʊd /

A1
  • adjecitve
  • Proper, appropriate or right
  • (Of an amount) enough; plenty
  • Excellent; high quality
  • Acting well or properly; of moral character
  • In a positive or happy emotional state
  • noun
  • Advantage or benefit

desire

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US / dɪ'zaɪə(r) /

UK / dɪˈzaɪr /

A2
  • noun
  • Thing that is wished for or wanted
  • verb
  • To wish for, hope or want something

algebra

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US / ˈældʒɪbrə /

UK / ˈældʒəbrə /

C1
  • noun
  • Math using letters or symbols in place of numbers

down

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US / daʊn /

UK / daʊn /

A1
  • adjecitve
  • Being sad, sick, or unhappy
  • Not operating, working, or functioning as expected
  • adverb
  • In a sitting or lying position
  • Towards or on the ground, floor, or bottom
  • Written or copied onto a piece of paper or book
  • noun
  • A period of play in American Football
  • The soft, smooth hairs that cover a bird's body
  • preposition
  • Along something's path, course, or direction
  • Going from a higher position to a lower position
  • verb
  • To eat or drink very quickly and without stopping

include

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US / ɪnˈklu:d /

UK / ɪnˈklud /

A1
  • verb
  • To make someone, something part of a group

must

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US / məst /

UK / mʌst /

A1
  • noun
  • Something that is necessary or required
  • other
  • (Used to state that something ought to be true)
  • Used to say something is required or necessary

student

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US / ˈstju:dnt /

UK / ˈstudnt, ˈstjud- /

A1
  • noun
  • Person studying at school

then

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US / ðen /

UK / ðɛn /

A1
  • adverb
  • A time that is not now
  • Following another thing in time or arrangement
  • Following on reasonably from what was just stated
  • At that time, not now

fare

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US / feə(r) /

UK / fer /

B1
  • noun
  • Money people pay to travel on buses, taxis, boats
  • Kind of food
  • verb
  • To perform well or poorly

understanding

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US / ˌʌndəˈstændɪŋ /

UK / ˌʌndərˈstændɪŋ /

A1
  • adjecitve
  • Being sympathetic
  • noun
  • When you get the meaning correctly; comprehension
  • Knowledge about something or someone
  • verb
  • To know the meaning of language, what someone says

analysis

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US / əˈnæləsɪs /

UK / əˈnælɪsɪs /

B1
  • noun
  • Careful study to better understand something

firm

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US / fɜ:m /

UK / fɚm /

A2
  • adjecitve
  • Fairly hard or solid, not soft
  • Unchanging and strong
  • noun
  • Company that sells goods or services
  • verb
  • To make something become more solid or durable

first

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US / fɜ:st /

UK / fɚst /

A1
  • adjecitve
  • 1st; Coming before all others in time or place
  • noun
  • Something that has not happened before
  • Position of the winner of a competition

get

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US / ɡet /

UK / ɡɛt /

A1
  • verb
  • To become affected by illness or disease
  • To begin to feel or understand an emotion or idea
  • To send or bring someone or something home, etc.
  • To go somewhere to obtain something
  • To (cause to) do a particular thing
  • To obtain, receive or be given something
  • To currently have
  • To prepare for use
  • To understand something being said or read

exciting

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US / ɪkˈsaɪtɪŋ /

UK / ɪkˈsaɪtɪŋ /

A2
  • adjecitve
  • Creating interest, happiness or pleasurable fear
  • verb
  • To cause a reaction; make active
  • To make someone feel happy, interested or eager

medium

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US / 'mi:dɪəm /

UK / ˈmidiəm /

A2
  • noun
  • Method of expressing ideas or feelings
  • Something available in a middle size or condition
  • Person who claims to communicate with the dead

case

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US / keɪs /

UK / kes /

A1
  • noun
  • Container used to carry things, e.g. clothes
  • Set of facts about a crime
  • Set of facts about an event
  • Example or instance of something
  • verb
  • To find out about a place, as in planning to steal

find

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US / faɪnd /

UK / faɪnd /

A1
  • noun
  • Object discovered by chance
  • Things that have been discovered from searching
  • verb
  • To become aware of something that is happening
  • To discover or meet by chance
  • To decide if someone is guilty of a crime, or not
  • To learn through study, research, or effort
  • To discover something by looking for it

great

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US / ɡreɪt /

UK / ɡret /

A1
  • adjecitve
  • Very large in size
  • Very important
  • Very good; fantastic; wonderful
  • adverb
  • Very good; better than before
  • noun
  • Successful and well-admired person

enough

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US / ɪˈnʌf /

UK / ɪˈnʌf /

A1
  • adjecitve
  • Sufficient to answer the need
  • adverb
  • To a satisfactory degree
  • pronoun
  • Equal to what is needed; as much as required
  • Adequate number or amount

offer

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US / 'ɒfə(r) /

UK / ˈɔfɚ, ˈɑfɚ /

A1
  • noun
  • Price you say you are willing to pay for something
  • Act of making a thing available to be accepted
  • verb
  • To suggest a price you are willing to pay
  • To give the opportunity to accept something
  • To say you are willing to do something
  • To give or say something as an act of worship

require

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US / rɪ'kwaɪə(r) /

UK / rɪˈkwaɪr /

A2
  • verb
  • To demand that someone does something
  • To need to do something, to make it necessary

suitable

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US / ˈsu:təbl /

UK / ˈsutəbəl /

A2
  • adjecitve
  • Right for a particular purpose or occasion
  • (Of clothes) appropriate for a given occasion

task

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US / tɑ:sk /

UK / tæsk /

A2
  • noun
  • Big or small piece of work someone has to do
  • verb
  • To be given something to do, e.g. wash dishes

watch

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US / wɒtʃ /

UK / wɑtʃ /

A1
  • noun
  • Period of time someone is responsible for guarding
  • Device you wear on your wrist that shows the time
  • Official warning statement, e.g. of bad weather
  • verb
  • To keep in check, manage, or control something
  • To look at something for entertainment, e.g. TV
  • To guard a place or people; protect child, etc.
  • To look at carefully to work out what is happening
  • To protect and care for someone or something

about

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US / ə'baʊt /

UK / əˈbaʊt /

A1
  • adverb
  • To be ready to; going to
  • Nearly; approximately; roughly
  • Near; next to; close to
  • In every direction; in the area of
  • preposition
  • Concerning or of (a topic)

even

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US / 'i:vn /

UK / ˈivən /

A1
  • adjecitve
  • Being equal in influence, power, possibility etc.
  • Being divided equally or fairly
  • (Of teams/contest) with similar chances of success
  • Smooth, level, or regular
  • Can be divided by 2; ending in 2, 4, 6, 8, or 0
  • At a regular, equally steady manner
  • Remaining steady and unchanging
  • adverb
  • (When this is surprising) as well; too
  • (Used to compare two things/stress the difference)
  • verb
  • To make something level; to flatten
  • To make something equal

impact

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US / 'ɪmpækt /

UK / ˈɪmˌpækt /

A2
  • noun
  • A striking effect or result to hit with force
  • Very strong influence
  • Act or force of one thing hitting something else
  • verb
  • To hit or strike someone or something with force

different

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US / ˈdɪfrənt /

UK / ˈdɪfrənt /

A1
  • adjecitve
  • Not of the same kind; unlike other things

like

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US / laɪk /

UK / laɪk /

A1
  • adjecitve
  • Being equal in status or kind to something else
  • Similar; the same
  • adverb
  • For example
  • preposition
  • Used as a filler; used to ad emphasis
  • In a way similar to the way something is done
  • Such as; for example
  • verb
  • To want to
  • To find something pleasing; to prefer something

people

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US / 'pi:pl /

UK / ˈpipəl /

A1
  • noun
  • Persons sharing culture, country, background, etc.
  • Men, Women, Children

that

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US / ðæt /

UK / ðæt, ðət /

A1
  • adjecitve
  • The person or thing being talked about
  • Used to identify something both the speakers know
  • adverb
  • Used to reinforce adjectives and adverbs
  • To such a degree
  • conjunction
  • Used to connect a noun clause
  • Used to introduce an adverbial clause
  • Used to introduce a noun clause
  • determiner
  • Used as a noun to refer to something
  • pronoun
  • Referring an object far away
  • Used to refer to the relative pronoun ‘which’

what

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US / wɒt /

UK / hwɑt, hwʌt, wɔt, wʌt,hwət, wət /

A1
  • pronoun
  • Thing or things that; the same kind as
  • Used to emphasize something you are about to say
  • adjecitve
  • Used to refer to a particular amount, or number
  • Used to place emphasis on a particular quality
  • adverb
  • To a certain degree
  • determiner
  • Question words used for asking for information
  • exclamation
  • Used to express excitement, shock, or surprise
  • Used to ask people to repeat something they said

requirement

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US / rɪ'kwaɪəmənt /

UK / rɪˈkwaɪrmənt /

A2
  • noun
  • A demand that someone does something
  • Something that is a necessity

shy

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US / ʃaɪ /

UK / ʃaɪ /

A2
  • adjecitve
  • Afraid of meeting people; lacking self-confidence
  • Being less than the full or expected amount
  • verb
  • To move away due to nervousness

slim

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US / slɪm /

UK / slɪm /

B1
  • adjecitve
  • Being thin in an appealing way
  • Being narrow in width
  • Being small in quantity or number
  • verb
  • To eat less in order to become thinner

solve

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US / sɒlv /

UK / sɑ:lv /

A2
  • verb
  • To figure out a way to handle a difficult problem

elaborate

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US / ɪ'læbəreɪt /

UK / ɪˈlæbəret /

B2
  • adjecitve
  • Made or done with great care or in a detailed way
  • verb
  • To explain something in detail
  • To be made or explained with great care/in detail

growth

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US / grəʊθ /

UK / groʊθ /

A2
  • noun
  • Improvement, development in a skill over time
  • A mass on the skin or body part related to illness
  • Act of growing

layoffs

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US / ˈleɪˈɒfs /

UK / ˈleɪˌɔfs /

C2
  • other
  • Act of sacking employees when work is lacking

right

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US / raɪt /

UK / raɪt /

A1
  • adjecitve
  • Correct or true
  • The south side of you looking at the rising sun
  • adverb
  • Exactly in a place or time
  • Being appropriate for a particular event
  • In a straight or direct manner
  • noun
  • Something you are legally or morally allowed to do
  • Ideal of what is just and good
  • Political view based on conservatism
  • verb
  • To fix something previously wrong or unjust
  • To make upright, as a boat that has turned over

value

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US / 'vælju: /

UK / ˈvælju /

A1
  • noun
  • Importance you attach to something
  • Some information expressed as a number
  • Stated price of something; worth
  • verb
  • To place a high importance on something
  • To say how much money something is worth

debug

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US / ˌdi:'bʌɡ /

UK / diˈbʌɡ /

C2
  • verb
  • To locate and correct errors in a computer program

example

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US / ɪgˈzɑ:mpl /

UK / ɪɡˈzæmpəl /

A1
  • noun
  • Thing, person which represents a category

happen

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US / 'hæpən /

UK / ˈhæpən /

A1
  • verb
  • To take place or occur

hire

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US / ˈhaɪə(r) /

UK / haɪr /

A2
  • noun
  • Short term rental of something e.g. car, phone
  • verb
  • To give a job to someone in exchange for pay
  • To give the use of something in exchange for money

language

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US / ˈlæŋgwɪdʒ /

UK / ˈlæŋɡwɪdʒ /

A1
  • noun
  • Words or signs used to communicate messages

prominent

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US / ˈprɒmɪnənt /

UK / ˈprɑmənənt /

B1
  • adjecitve
  • Being important or well known
  • Being easily noticeable
  • Sticking out beyond something

typical

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US / ˈtɪpɪkl /

UK / ˈtɪpɪkəl /

A2
  • adjecitve
  • Normal; usual; expected

ask

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US / ɑ:sk /

UK / æsk /

A1
  • verb
  • To say to someone that you want something

grow

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US / ɡrəʊ /

UK / ɡro /

A1
  • verb
  • To get bigger and more mature; make plants do this
  • To improve; to develop better skills over time
  • To develop and become bigger or taller over time

land

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US / lænd /

UK / lænd /

A1
  • noun
  • Region or country
  • Earth; the ground
  • verb
  • To arrive or cause a boat to arrive at the shore
  • To obtain or get something that you wanted
  • To (cause to) come down to the ground safely
  • To cause to arrive in a specific place or state

launch

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US / lɔ:ntʃ /

UK / lɔntʃ, lɑntʃ /

A2
  • noun
  • Starting a new project; introducing new product
  • Act of firing rockets into the air
  • verb
  • To start a new project; start selling a product
  • To put a rocket into the air
  • To put a ship into the water for the first time

start

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US / stɑ:t /

UK / stɑrt /

A1
  • noun
  • First time or place that a thing exists; beginning
  • First opportunity to achieve something, e.g. a job
  • Sudden action or movement because you are scared
  • other
  • Beginning of something in place or time
  • verb
  • To do, be or happen for the first time; begin
  • To turn something on

well

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US / wel /

UK / wɛl /

A1
  • adjecitve
  • Being in a fortunate, good condition or state
  • Healthy and in good condition
  • adverb
  • In an acceptable, proper, or successful manner
  • In a complete, total, or full manner
  • A great and considerable degree
  • In a successful way, in a good or satisfactory way
  • exclamation
  • Used to begin or continue a particular statement
  • Used to show you want to start saying something
  • Used to express that you are waiting for a reply
  • You say this to change the topic of a conversation
  • Used to indicate you are making a final remark
  • noun
  • Long deep hole in the ground to get water
  • verb
  • To cause your eyes to fill with tears

few

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US / fju: /

UK / fju /

A1
  • pronoun
  • Not many, a small number

capable

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US / 'keɪpəbl /

UK / ˈkepəbəl /

A2
  • adjecitve
  • Being able to do something very well; proficient

individual

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US / ˌɪndɪˈvɪdʒuəl /

UK / ˌɪndəˈvɪdʒuəl /

A2
  • adjecitve
  • Made for use by one single person
  • Having a distinct manner different from others
  • noun
  • Single person, looked at separately from others

labor

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US / 'leɪbə(r) /

UK / ˈlebɚ /

A1
  • noun
  • The people with work in a community
  • All of the workers in a country, specific company
  • verb
  • To struggle to do something because it's difficult
  • To work hard (often physically) for many hours

probability

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US / ˌprɒbəˈbɪləti /

UK / ˌprɑ:bəˈbɪləti /

A2
  • noun
  • What the chances are that something will happen

much

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US / mʌtʃ /

UK / mʌtʃ /

A1
  • adjecitve
  • Very; to a high level or degree
  • adverb
  • A lot; large amount; a high degree of
  • Nearly; basically
  • On many occasions; often
  • noun
  • A large amount; a great quantity

begin

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US / bɪ'ɡɪn /

UK / ˈbeɡɪn /

A1
  • verb
  • To do the first part of an action; to start

freelancer

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US / ˈfri:lɑ:nsə(r) /

UK / ˈfriːlænsər /

B2
  • noun
  • Person working for him, herself, not a company

computer

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US / kəmˈpju:tə(r) /

UK / kəmˈpjutɚ /

A1
  • noun
  • Machine for storing data, accessing the internet

interpret

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US / ɪn'tɜ:prɪt /

UK / ɪnˈtɚprɪt /

A2
  • verb
  • To express so that others understand it
  • To translate what is said into another language

job

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US / dʒɒb /

UK / dʒɑ:b /

A1
  • noun
  • Something that must be done
  • Regular work at which you earn money

prompt

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US / prɒmpt /

UK / prɑmpt /

B1
  • adjecitve
  • Fast; in a quick manner; without delay
  • noun
  • Message on a computer requiring attention
  • Encouragement to ask someone else to talk
  • verb
  • To display a message to requires a user to act
  • To say something to encourage someone else to talk
  • To remind an actor of his or her lines (words)
  • To cause something to occur; be the cause of

soon

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US / su:n /

UK / sun /

A1
  • adverb
  • At a time not long from now

sound

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US / saʊnd /

UK / saʊnd /

A1
  • adjecitve
  • Sensible, dependable and reliable
  • Unbroken or undisturbed, as of sleep
  • Firm or solid in structure
  • Sane; not mentally ill
  • Clearly reasoned; involving sense, good judgment
  • noun
  • Unique quality that characterizes a style of music
  • Waves traveling in air or water that can be heard
  • verb
  • To seem or appear to be, from what was said
  • To say in a clear deliberate manner
  • To make a noise, e.g. to ring a bell

such

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US / sʌtʃ /

UK / sʌtʃ /

A1
  • determiner
  • Being similar to
  • (Thing) as previously stated or referred to
  • adverb
  • (Used to emphasize the quality of an adjective)

wording

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US / ˈwɜ:dɪŋ /

UK / ˈwə:dɪŋ /

B1
  • noun
  • The way something is expressed in words

benefit

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US / 'benɪfɪt /

UK / ˈbɛnəfɪt /

A2
  • noun
  • Good result or effect, something advantageous
  • verb
  • To have a good effect or be helpful

dataset

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US / 'deɪtəset /

UK / 'deɪtəset /

A1
  • other
  • An electronic device that provides an interface in the transmission of data to a remote station

algorithm

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US / 'ælɡərɪðəm /

UK / ˈælɡəˌrɪðəm /

B2
  • noun
  • A step-by-step problem-solving feature

field

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US / fi:ld /

UK / fild /

A1
  • noun
  • Area of study, such as physics or biology
  • Piece of land used to grow crops/raise animals
  • Open area of land, especially without buildings
  • Grassed area where you play some sports
  • verb
  • To respond to something or answer a question
  • To catch or stop a ball during a game

replace

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US / rɪ'pleɪs /

UK / rɪˈples /

A2
  • verb
  • To use instead of something else
  • To return an item to its original location

send

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US / send /

UK / sɛnd /

A1
  • verb
  • To cause to behave or respond in a particular way
  • To cause mail or packages to go to another place
  • To move something quickly in a particular way
  • To give information or greetings to someone

quality

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US / 'kwɒlətɪ /

UK / ˈkwɑlɪti /

A2
  • noun
  • Feature associated with someone or something
  • High level of worth or excellence

for

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US / fə(r) /

UK / fɔr,fə /

A1
  • preposition
  • Used to show the purpose, or need of something

frequently

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US / ˈfri:kwəntli /

UK / ˈfrikwəntlɪ /

A2
  • adverb
  • Often; regularly

profession

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US / prəˈfeʃn /

UK / prəˈfɛʃən /

A2
  • noun
  • Act of stating your beliefs or feelings openly
  • Job requiring special education or skills
  • Group of people working in a certain job

spend

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US / spend /

UK / spɛnd /

A2
  • verb
  • To use money to pay for something
  • To use time in order to do something
  • To use up something completely

time

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US / taɪm /

UK / taɪm /

A1
  • noun
  • Speed at which music is played; tempo
  • Point as shown on a clock, e.g. 3 p.m
  • Number of hours, minutes needed to do something
  • Occasion when something happens
  • Period or occasion that something occurred
  • Period in history or the past
  • Something measured in minutes, hours, days, etc.
  • How long an event takes; duration
  • verb
  • To check speed at which music is performed
  • To choose a specific moment to do something
  • To measure how long an event takes, e.g. a race
  • To schedule something to occur at a specific moment

through

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US / θru: /

UK / θru /

A2
  • adjecitve
  • having finished using or doing something
  • adverb
  • From the beginning of something until the end
  • preposition
  • Over, in, across an entire thing or place
  • Allowing you to pass between, or to
  • By a particular way or process; by the use of

why

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US / waɪ /

UK / hwaɪ, waɪ /

A1
  • adverb
  • Question word to ask for a reason
  • exclamation
  • (Used to express surprise or approval)

website

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US / ˈwebsaɪt /

UK / 'websaɪt /

A1
  • noun
  • Collection of webpages in one location

check

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US / tʃek /

UK / tʃɛk /

A1
  • adjecitve
  • Decorated with squares made up of lines
  • noun
  • Paper showing how much you owe at a restaurant
  • Printed piece of paper you sign to pay for things
  • A mark on a form, equivalent to 'yes'; tick
  • Mark used to show that something is correct
  • Procedure to prevent errors or control something
  • verb
  • To confirm the details of something are correct
  • To leave your things with staff who look after it
  • To examine something to see if something is wrong
  • To examine in order to prevent errors/a problem

correct

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US / kə'rekt /

UK / kəˈrɛkt /

A2
  • adjecitve
  • Being suitable and appropriate for an occasion
  • True or accurate
  • verb
  • To fix a problem
  • To write marks on a piece of work to show mistakes
  • To punish in order to improve

foundation

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US / faunˈdeiʃən /

UK / faʊnˈdeʃən /

C1
  • noun
  • Base or important starting point
  • Underground base on which building is constructed
  • Institution supported by a private fund
  • First cosmetic used when putting on makeup
  • Action of establishing an organization

question

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US / 'kwestʃən /

UK / ˈkwɛstʃən /

A1
  • noun
  • Issue or problems you are dealing with
  • What you ask about; issue
  • verb
  • To ask for or try to get information
  • To have or express concerns or uncertainty

wrap

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US / ræp /

UK / ræp /

B1
  • noun
  • Piece of clothing worn loosely on the shoulders
  • Thin bread filled with food and rolled
  • verb
  • To be or move around something
  • To cover something with paper or a cloth e.g. gift

request

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US / rɪ'kwest /

UK / rɪˈkwɛst /

A2
  • noun
  • Thing that has been asked for
  • verb
  • To ask for, usually politely and formally

unrelated

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US / ˌʌnrɪˈleɪtɪd /

UK / ˌʌnrɪˈleɪtɪd /

B1
  • adjecitve
  • Not related; not connected
  • Not sharing a family relationship

those

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US / ðəʊz /

UK / ðoz /

A1
  • determiner
  • The people or things we are talking about
  • pronoun
  • The objects far from the speaker

real

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US / rɪəl /

UK / ˈriəl, ril /

A1
  • adjecitve
  • Actually existing or happening, not imagined
  • Being important or special

tutor

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US / ˈtju:tə(r) /

UK / ˈtu:tə(r) /

B1
  • noun
  • A teacher who deals with students personally
  • verb
  • To give private instruction to someone

sometimes

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US / ˈsʌmtaɪmz /

UK / ˈsʌmˌtaɪmz /

A1
  • adverb
  • Only at certain times; occasionally

and

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US / ənd /

UK / ənd, ən,ænd /

A1
  • conjunction
  • Used to refer to two or more things
  • Plus; in addition; on top of that
  • Used to introduce an action that follows another

base

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US / beɪs /

UK / bes /

A2
  • noun
  • Place military personnel live, train, and operate
  • Bottom part of an object that touches a surface
  • Unit of counting, e.g. 10 for counting
  • Most important idea or ingredient to add others
  • Origin or start from which something came
  • Main place where an organization or a person works
  • verb
  • To use as the starting point or origin for
  • To have as the main location for (company, etc.)

intro

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US / ˈɪntrəʊ /

UK / ˈɪntroʊ /

A1
  • noun
  • Opening part of a text or piece of music

lot

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US / lɒt /

UK / lɑt /

A1
  • noun
  • What happens to a person in life from chance; fate
  • A group of people seen together
  • Item for sale at an auction
  • Small area of land used for a purpose e.g. parking

channel

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US / 'tʃænl /

UK / ˈtʃænəl /

B1
  • noun
  • Long hole dug in the ground, e.g. to move water
  • TV or radio station or its programs
  • Method or way of sending or receiving information
  • Narrow passage through which water travels
  • Method or route used for sending or getting things
  • verb
  • To dig a long hole for carrying water
  • To send (e.g. money) to a certain place or person
  • To direct water or liquid through a passage
  • To direct energy or feelings into something

come

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US / kʌm /

UK / kʌm /

A1
  • verb
  • To arrive at a place
  • (Of mail) to be delivered
  • To move toward someone; go with someone
  • To reach a certain point or state

company

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US / 'kʌmpənɪ /

UK / ˈkʌmpəni /

A1
  • noun
  • Good feeling from being with someone else
  • A business that sells things or provides services
  • Guests, especially in your home
  • Being with another person rather than alone

help

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US / help /

UK / hɛlp /

A1
  • noun
  • Something given to enable a person to do something
  • Assistance given to someone in need
  • Someone who makes something easier or possible
  • verb
  • To act to enable a person to do something; assist
  • To make something better or less difficult

relevant

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US / ˈreləvənt /

UK / ˈrɛləvənt /

A2
  • adjecitve
  • Having an effect on an issue; related or current

linear

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US / ˈlɪniə(r) /

UK / ˈlɪniər /

B1
  • adjecitve
  • Made of lines
  • Series of progressing from one stage to another

showcase

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US / ˈʃəʊkeɪs /

UK / ˈʃoʊkeɪs /

C1
  • noun
  • Cabinet to display objects or goods for sale
  • Setting to display something to best effect
  • verb
  • To display something to best effect

version

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US / ˈvə:ʃən /

UK / ˈvɚʒən, -ʃən /

A2
  • noun
  • Different way that someone interprets something
  • New or different form of something
  • An updated form of some software

from

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US / frəm /

UK / frʌm, frɑm,frəm /

A1
  • preposition
  • Starting at a particular place, time or level

out

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US / aʊt /

UK / aʊt /

A1
  • adverb
  • No longer stylish (e.g. fashion)
  • Away from home, business, or the usual place
  • In a direction/movement away from inside or center
  • noun
  • Act when a batter cannot continue playing
  • verb
  • To tell people a secret

over

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US / 'əʊvə(r) /

UK / ˈovɚ /

A1
  • adverb
  • Finished; no longer happening
  • Towards the ground/away from a standing position
  • noun
  • A set of six consecutive balls bowled in cricket
  • other
  • Finished
  • preposition
  • Showing the relation when a thing is above another
  • On or covering something
  • Above or across something
  • More than you need
  • From one side to the other
  • In the direction of; toward

linkedin

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US / ˈlɪŋktɪn /

UK / ˈlɪŋktɪn /

A1

share

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US / ʃeə(r) /

UK / ʃɛr /

A2
  • noun
  • Part-ownership in a property, business or company
  • Part of a company you own, shown by a certificate
  • verb
  • To divide something between two or more people
  • To allow others to use your things equally
  • To give information, etc. to someone

far

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US / fɑ:(r) /

UK / fɑr /

A1
  • adjecitve
  • A long way away
  • Being a long way away
  • adverb
  • To a large degree or extent

early

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US / ˈɜ:li /

UK / ˈɜ:rli /

A1
  • adjecitve
  • Happening or appearing before
  • adverb
  • Coming/happening before others in a time sequence
  • Happening sooner than expected

industry

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US / 'ɪndəstrɪ /

UK / ˈɪndəstri /

A1
  • noun
  • Hard work; being busy working
  • Factories or businesses that make certain products

most

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US / məʊst /

UK / most /

A1
  • adverb
  • Very; extremely
  • Greatest possible degree
  • pronoun
  • Nearly all of something

mundane

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US / mʌnˈdeɪn /

UK / mʌnˈden, ˈmʌnˌden /

B2
  • adjecitve
  • Being ordinary and therefore boring
  • Of this world rather than the spiritual one

clean

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US / kli:n /

UK / klin /

A1
  • adjecitve
  • Not marked in any way; blank
  • Done according to the rules or standards; fair
  • Free from disease or sickness
  • Being free from dirt or marks; washed
  • Behaving well; not breaking any rules; legal
  • adverb
  • Completely; entirely
  • verb
  • To make free from dirt or marks; washed
  • To make neat and orderly e.g. a room
  • To remove the inner parts of an animal

finance

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US / ˈfaɪnæns /

UK / fəˈnæns, faɪ-, ˈfaɪˌnæns /

A2
  • adjecitve
  • Concerned with money
  • noun
  • Control of money a person, business has access to
  • verb
  • To support someone or something financially

employment

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US / ɪmˈplɔɪmənt /

UK / ɛmˈplɔɪmənt /

A2
  • adjecitve
  • Concerning the number of people who are in work
  • noun
  • The state of being in work or having a job

only

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US / ˈəunli /

UK / ˈonli /

A1
  • adverb
  • Just one; just that amount or thing; not more than
  • Not very important or serious
  • Just that type of thing, person
  • Short time ago; not before a certain time
  • conjunction
  • Except; but

perhaps

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US / pəˈhæps /

UK / pɚˈhæps /

A1
  • adverb
  • Possibly, but not certainly; maybe

build

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US / bɪld /

UK / bɪld /

A1
  • noun
  • Your physical shape; physique
  • verb
  • To establish e.g. a reputation, over time
  • To construct a house, office, factory

fourth

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US / fɔ:θ /

UK / fɔ:rθ /

A1
  • noun
  • 4th

gain

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US / ɡeɪn /

UK / ɡen /

A2
  • noun
  • An increase in something, such as weight
  • verb
  • To increase in something, such as weight
  • To get something wanted, needed or valued

personnel

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US / ˌpɜ:səˈnel /

UK / ˌpɜ:rsəˈnel /

B1
  • noun
  • Group of people who work for a company or group

prove

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US / pru:v /

UK / pruv /

A2
  • verb
  • To demonstrate truth by providing evidence

work

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US / wɜ:k /

UK / wɚk /

A1
  • adjecitve
  • Activity completed in order to make money
  • noun
  • The product of some artistic or literary endeavor
  • Everything created by an author, artist, musician
  • Activity you do in order to make money
  • Place of employment
  • Final product or result of a some labor or effort
  • verb
  • To bring into a specific state of success
  • To be functioning properly, e.g. a car
  • To do your job in your company or workplace
  • To make an effort to do something
  • To operate a machine or device

management

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US / 'mænɪdʒmənt /

UK / ˈmænɪdʒmənt /

A2
  • noun
  • People who are in control of a business or group
  • The process of running an organization

organization

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US / ˌɔ:gənaɪˈzeɪʃn /

UK / ˌɔrɡənɪˈzeʃən /

A2
  • noun
  • Group of people with a particular purpose

salary

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US / ˈsæləri /

UK / ˈsæləri, ˈsælri /

A2
  • noun
  • Money an employee is paid each month

their

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US / ðɛː /

UK / ðer /

A1
  • determiner
  • Belonging to them

sql

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US / /

UK / /

A1
  • abbreviation
  • SQL is an acronym

tirelessly

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US / 'taɪələslɪ /

UK / 'taɪələslɪ /

B1
  • adverb
  • In a manner showing no signs of a lack of energy

way

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US / weɪ /

UK / we /

A1
  • adverb
  • Used to emphasize the amount of something
  • noun
  • Particular aspect of something being thought about
  • One of various choices that could be made
  • Particular existing condition or state
  • (Often long) distance or length of time
  • How something is done
  • Route to go to a place
  • Small street
  • Usual behavior, emotions or habits of someone

chance

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US / tʃɑ:ns /

UK / tʃæns /

A1
  • adjecitve
  • Happening by luck; not planned
  • Taking a risk to try something
  • noun
  • The way something happens without planning
  • An opportunity; favorable circumstances, situation
  • The possibility that something will happen
  • verb
  • To occur just through luck; happen
  • To take a risk to try something

builder

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US / ˈbɪldə(r) /

UK / ˈbɪldɚ /

A1
  • noun
  • A person who makes buildings

journey

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US / 'dʒɜ:nɪ /

UK / ˈdʒɚni /

A2
  • noun
  • Act of traveling from one place to another; trip
  • verb
  • To travel through a place

its

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US / ɪts /

UK / ɪts /

A1
  • adjecitve
  • Referring to or belonging to ‘it’
  • determiner
  • Of something; belonging or related to something
  • other
  • Possessive form of “it”

who

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US / hu: /

UK / hu /

A1
  • pronoun
  • Which person
  • Used to introduce information about people

blog

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US / blɒɡ /

UK / blɑ:ɡ /

A2
  • noun
  • A shared on-line public journal
  • verb
  • To read, write, or edit a shared on-line journal

attention

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US / əˈtenʃn /

UK / əˈtɛnʃən /

A2
  • noun
  • Taking notice of someone or something
  • (Soldiers) Standing with straight backs

look

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US / lʊk /

UK / lʊk /

A1
  • noun
  • Person's beauty or physical attractiveness
  • Particular style of dress, clothes, or appearance
  • The way someone, something appears to be
  • Act of searching for or examining something
  • verb
  • To appear to be; seem

pay

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US / peɪ /

UK / pe /

A1
  • noun
  • Money you receive from your job, work, etc.
  • verb
  • To give money for goods or work done
  • To give (attention, respect, etc.) to
  • To be punished or suffer for something you did
  • To make (a visit) to a person or place

miss

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US / mɪs /

UK / mɪs /

A1
  • noun
  • Action of not hitting something or someone
  • Form of address to unmarried girl or woman
  • verb
  • To be absent
  • To fail to hit something e.g. a ball
  • To do without something
  • To fail to see or sense something
  • To fail to understand someone's message
  • To be too late to ride on something e.g. train
  • To feel you want to see someone who is not there

template

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US / 'templeɪt /

UK / ˈtɛmplɪt /

B2
  • noun
  • Shape that is used as a pattern to make something
  • Something used as a model to produce many copies

background

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US / ˈbækgraʊnd /

UK / ˈbækˌɡraʊnd /

A2
  • noun
  • Images, color, or information behind the main one
  • Someone's personal work and educational history
  • A position not as important as the main event
  • Past events that influence things in the present

feedback

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US / ˈfi:dbæk /

UK / ˈfidˌbæk /

B1
  • noun
  • A response or opinion, about a service, etc.

gradually

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US / ˈgrædʒuəli /

UK / ˈɡrædʒʊəlɪ /

B1
  • adverb
  • Occurring in a slow manner over a period of time

specify

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US / ˈspesɪfaɪ /

UK / ˈspɛsəˌfaɪ /

A2
  • verb
  • To state, name or mention exactly and clearly

they

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US / ðeɪ /

UK / ðe /

A1
  • pronoun
  • Two or more people, animals, or things

evidence

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US / 'evɪdəns /

UK / ˈɛvɪdəns /

A1
  • noun
  • Factual proof that helps to establish the truth

eda

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US / ˈidə /

UK / /

A1

interview

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US / 'ɪntəvju: /

UK / ˈɪntɚˌvju /

A2
  • noun
  • Meeting to ask questions to get information
  • verb
  • To formally ask questions about a given topic

list

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US / lɪst /

UK / lɪst /

A1
  • noun
  • Lean of a boat to one side
  • Series of written names, words or numbers
  • verb
  • To lean to one side, like a boat or ship
  • To present for sale for a specific price
  • To write a series of names, words, or numbers

possible

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US / ˈpɒsəbl /

UK / ˈpɑsəbəl /

A1
  • adjecitve
  • Being able or appropriate for a task or purpose
  • Having a chance of happening, or being true

several

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US / ˈsevrəl /

UK / ˈsɛvərəl,ˈsɛvrəl /

A1
  • adjecitve
  • Many of
  • pronoun
  • More than two but not a large amount

gee

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US / dʒi: /

UK / dʒi /

C2
  • exclamation
  • Give a command to a horse to turn to right
  • Used to express concern or surprise

result

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US / rɪ'zʌlt /

UK / rɪˈzʌlt /

A2
  • noun
  • Something produced through tests or experiments
  • Final score of a competition, election or game
  • verb
  • To be the outcome of other causes and effects

show

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US / ʃəʊ /

UK / ʃo /

A1
  • noun
  • False display of love, emotion or action
  • An event for displaying or promoting goods
  • Play, opera or theater production
  • Presentation that is broadcast on TV or radio
  • verb
  • To be easily seen or displayed
  • To display your emotions or feelings
  • To let someone see something; display
  • To explain or teach how something is done
  • To lead someone somewhere; point them to something
  • To prove something to be true, correct
  • To reveal or allow something to be seen

add

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US / æd /

UK / æd /

A1
  • verb
  • To include as well
  • To put two things or numbers together, e.g. 2+2

bring

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US / brɪŋ /

UK / brɪŋ /

A1
  • verb
  • To take or go with someone to a place

freelance

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US / 'fri:lɑ:ns /

UK / ˈfriˌlæns /

B2
  • verb
  • To work for yourself, not a company

ken

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US / ken /

UK / kɛn /

A1
  • noun
  • One's range of knowledge or sight.
  • transitive verb
  • Know.

link

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US / lɪŋk /

UK / lɪŋk /

A2
  • noun
  • Any one of the rings that are part of a chain
  • Connection between two or more things or people
  • Webpage item you click to go to another webpage
  • verb
  • To join or connect together

project

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US / prəˈdʒekt /

UK / prəˈdʒɛkt /

A1
  • noun
  • A planned piece of work for specific purpose
  • Group of homes built by government for poor people
  • verb
  • To predict what will happen in the future
  • To show something on a screen using light
  • To stick out past the edge of something

take

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US / teɪk /

UK / tek /

A1
  • noun
  • Filming of a single scene for TV or the movies
  • verb
  • To accept something that is offered
  • To use a method of traveling, e.g. a bus or train
  • To use a camera to make (a photo)
  • To pick up something and go away with it
  • To study a subject in school
  • To attempt to pass (an exam)
  • To require a certain amount of time, money, space

update

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US / ˌʌpˈdeɪt /

UK / ʌpˈdet /

B1
  • noun
  • Addition of a current version of something
  • New information or data to make more current
  • verb
  • To download the latest version of software
  • To make more current or modern

discuss

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US / dɪˈskʌs /

UK / dɪˈskʌs /

A1
  • verb
  • To talk about seriously or in great detail

pro

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US / prəʊ /

UK / proʊ /

A2
  • noun
  • Reason given in support of something
  • Someone experienced and very good at something
  • Playing a golf, tennis etc. as a job

program

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US / 'prəʊɡræm /

UK / ˈproˌɡræm, -ɡrəm /

A1
  • noun
  • Small book of events in a play, concert or movie
  • A plan or schedule of events
  • Series of classes at a college or university
  • A computer application
  • TV show
  • verb
  • To make someone act or think in a certain way
  • To write computer code for a piece of software

shortly

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US / ˈʃɔ:tli /

UK / ˈʃɔrtli /

B1
  • adverb
  • Quickly; soon; in a moment
  • In an unfriendly or rude way

this

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US / ðɪs /

UK / ðɪs /

A1
  • adjecitve
  • Used to indicate something already been discussed
  • Used to indicate something happening around now
  • adverb
  • An indication by a physical motion or gesture
  • A specific amount of
  • determiner
  • Person, thing, or idea near you
  • pronoun
  • Person, thing that has already been discussed

construct

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US / kənˈstrʌkt /

UK / kənˈstrʌkt /

A2
  • noun
  • A thought, theory or hypothesis
  • verb
  • To build or create something
  • To create a sentence, story, argument or theory

also

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US / 'ɔ:lsəʊ /

UK / ˈɔlso /

A1
  • adverb
  • In addition; too; in a similar way

kind

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US / kaɪnd /

UK / kaɪnd /

A1
  • adjecitve
  • In a caring and helpful manner
  • friendly and considerate
  • noun
  • One type of thing

how

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US / haʊ /

UK / haʊ /

A1
  • adjecitve
  • To what degree? in what amount?
  • adverb
  • (Used to explain the way to do something)
  • exclamation
  • For what purpose or reason?
  • (Used to ask someone or something's condition)

simply

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US / ˈsɪmpli /

UK / ˈsɪmpli /

A1
  • adverb
  • In an easy or clear manner

year

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US / jə: /

UK / jɪr /

A1
  • noun
  • Unit of time equal to 12 months or 365 or 366 days
  • Used to refer to the age of a person

you

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US / jʊ /

UK / ju /

A1
  • pronoun
  • Person someone is speaking or writing to
  • Person or people in general

technical

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US / ˈteknɪkl /

UK / ˈtɛknɪkəl /

A2
  • adjecitve
  • Complex; difficult to understand
  • Of practical use of machine/science in industry

big

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US / bɪɡ /

UK / bɪɡ /

A1
  • adjecitve
  • Popular
  • Serious
  • Large

hesitate

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US / 'hezɪteɪt /

UK / 'hezɪteɪt /

B1
  • verb
  • To pause because unsure or reluctant to do

let

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US / let /

UK / lɛt /

A1
  • verb
  • To allow someone to do something
  • Introducing a suggestion to do something together
  • To rent a house, etc. to others

rate

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US / reɪt /

UK / ret /

A1
  • noun
  • Current price or cost of something
  • Speed or frequency of events over time
  • verb
  • To assess something or consider its qualities

the

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US / ðə /

UK / ðə /

A1
  • article
  • Used to refer to something already mentioned
  • Used to show there is only one of something
  • determiner
  • Used to describe all of a family

visualization

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US / ˌvɪʒʊəlaɪ'zeɪʃn /

UK / ˌvɪʒʊəlɪˈzeʃən /

C1
  • noun
  • Act of creating an image in your mind

able

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US / 'eɪbl /

UK / ˈebəl /

A2
  • adjecitve
  • Skilled; good at something
  • Having the ability to do something

advance

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US / əd'vɑ:ns /

UK / ædˈvæns /

A2
  • noun
  • Forward movement by an army
  • An attempt to seduce someone
  • verb
  • (Of an army) to move forward
  • To change or improve
  • To increase in price or value
  • To move forward in a certain direction
  • To try to seduce someone

confident

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US / ˈkɒnfɪdənt /

UK / ˈkɑnfɪdənt /

A2
  • adjecitve
  • Feeling that you can do well at something

term

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US / tɜ:m /

UK / tɚm /

A1
  • noun
  • Conditions applying to an agreement, contract
  • Length of time something is expected to happen
  • Fixed period of weeks for learning at school
  • The (precise) name given to something
  • verb
  • To call; give a name to

academic

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US / ˌækə'demɪk /

UK / ˌækəˈdɛmɪk /

B1
  • adjecitve
  • Concerning education, schools, universities, etc.
  • Unimportant or irrelevant; trivial
  • noun
  • Educator teaching at a college or university
  • other
  • Concerning education, schools, universities, etc.

answer

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US / 'ɑ:nsə(r) /

UK / ˈænsɚ /

A1
  • noun
  • Reply to a question someone asks
  • Solution to a problem or test question
  • verb
  • To reply to a question someone asks
  • To solve a test question or a problem

wish

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US / wɪʃ /

UK / wɪʃ /

A1
  • noun
  • Expression of a hope for something in the future
  • verb
  • To want something to happen or to become true

valuable

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US / ˈvæljuəbl /

UK / ˈvæljuəbəl, ˈvæljə- /

B1
  • adjecitve
  • Being useful or important
  • Being worth a lot of money

solution

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US / səˈlu:ʃn /

UK / səˈluʃən /

A2
  • noun
  • Mix of a liquid and a solid or a gas
  • Way to solve or deal with a problem

deep

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US / di:p /

UK / dip /

A1
  • adjecitve
  • Complex and important
  • Extreme or intense
  • Going far down from the surface
  • Low in pitch, as a sound
  • adverb
  • At a certain distance beneath the surface

essential

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US / ɪ'senʃl /

UK / ɪˈsɛnʃəl /

A2
  • adjecitve
  • Extremely or most important and necessary

teach

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US / ti:tʃ /

UK / titʃ /

A1
  • verb
  • To help someone learn or do something

underestimate

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US / ˌʌndər'estɪmeɪt /

UK / ˌʌndɚˈɛstəmet /

B2
  • verb
  • To make too low a guess of something's size, value

into

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US / 'ɪntə /

UK / ˈɪntu /

A1
  • preposition
  • Moving or going inside something
  • In the same direction as; in the direction of
  • So as to become; taking the state of

instantaneously

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US / ˌɪnstən'teɪnɪəslɪ /

UK / ˌɪnstənˈtenɪəslɪ /

B1
  • adverb
  • Without any delay at all

lead

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US / li:d /

UK / lid /

A1
  • adjecitve
  • Being the main part in movies or plays
  • noun
  • Wire for electricity, computer, etc.; cable
  • Information that could help to solve a crime
  • Main part in a play or movie
  • Heavy, gray metal element
  • Rope used to tie something to stop it escaping
  • Act of being at the front in a race or game
  • verb
  • To show the way or guide others
  • To be at the front of a race or game
  • To travel in front of; go in advance of others

other

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US / 'ʌðə(r) /

UK / ˈʌðər /

A1
  • adjecitve
  • A thing different from that mentioned
  • determiner
  • (Something) else; not the first (one)
  • pronoun
  • Being the one and only thing of that category

one

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US / wʌn /

UK / wʌn /

A1
  • pronoun
  • You; we; people in general; someone
  • The thing or person previously referred to
  • adjecitve
  • Used to refer to people generally
  • Being a strong example of (something mentioned)
  • number
  • Number 1

perfect

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US / 'pɜ:fɪkt /

UK / ˈpɚfɪkt /

A1
  • adjecitve
  • So good it cannot be improved
  • verb
  • To do something so well, it cannot be done better

power

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US / 'paʊə(r) /

UK / ˈpaʊɚ /

A1
  • noun
  • Legal or official right to perform certain actions
  • Ability to move forcefully and quickly
  • Energy of something (e.g. electricity or fuel)
  • Mathematical way to multiply a number
  • Condition of being in political control
  • Physical force, energy, and strength
  • verb
  • To give energy to something, e.g. by electricity
  • To move something forcefully and quickly

than

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US / ðən /

UK / ðən /

A1
  • conjunction
  • Used to compare two things that are not equal

statistic

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US / stəˈtɪstɪk /

UK / stəˈtɪstɪk /

B1
  • noun
  • Number that represents a piece of information

average

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US / 'ævərɪdʒ /

UK / ˈævərɪdʒ, ˈævrɪdʒ /

A2
  • adjecitve
  • Typical or normal; usual; ordinary
  • noun
  • Total of numbers divided by the number of items
  • verb
  • To add numbers then divide by the number of items

efficient

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US / ɪˈfɪʃnt /

UK / ɪˈfɪʃənt /

A2
  • adjecitve
  • Able to produce results without waste

embark

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US / ɪmˈbɑ:k /

UK / ɪmˈbɑ:rk /

B2
  • verb
  • To begin a journey; get on a ship or plane

demand

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US / dɪ'mɑ:nd /

UK / dɪˈmænd /

A2
  • noun
  • Desire customers have to buy product, service
  • A strong request for someone to do something
  • verb
  • To strongly request someone to do something

make

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US / meɪk /

UK / mek /

A1
  • noun
  • Product made by a particular company; brand
  • verb
  • To arrange or prepare something e.g. dinner
  • To get to (a place) on time
  • To gain the status of (teacher, lawyer, etc.)
  • To create something by putting things together
  • To earn a certain amount of money at a job
  • To cause or force a person to do something
  • To cause something to happen or be formed

path

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US / pɑ:θ /

UK / pæθ, pɑθ /

A2
  • noun
  • Method of living leading to a particular result
  • Track made with stones, by walking over the ground

repetitive

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US / rɪˈpetətɪv /

UK / rɪˈpɛtɪtɪv /

B2
  • adjecitve
  • Doing or saying the same things many times

suggest

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US / səˈdʒest /

UK / səɡˈdʒɛst, səˈdʒɛst /

A1
  • verb
  • To mention something that could be done; propose

statistical

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US / stə'tɪstɪkl /

UK / stəˈtɪstɪkəl /

B1
  • adjecitve
  • Concerning the math of data

youtube

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US / 'ju:tju:b /

UK / 'ju:tu:b /

A1
  • transitive verb
  • Upload a video of (someone or something) to the video-sharing website YouTube.

software

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US / ˈsɒftweə(r) /

UK / ˈsɔ:ftwer /

A1
  • noun
  • Computer applications and systems
  • Subtitles section
  • This is the perfect video if you're considering becoming a data scientist in 2023.
  • Today, we'll discuss the expected demand for data scientists and how the rising popularity of AI and tools like ChatGPT will impact job openings.
  • Then, we'll describe the technical and practical skills data scientists need on the job, the tools they use, and the typical academic background employers look for.
  • We'll also address how data scientists fare in salaries and how to build an impressive project portfolio and get a full-time data scientist job.
  • And we'll even suggest a few valuable tips if you wish to freelance as a data scientist.
  • Sound exciting?
  • Perfect!
  • Let's get right into it.
  • The U.S. Bureau of Labor Statistics estimates that the employment rate for data scientists will grow by 36% from 2021 to 2031, a mind-blowing increase compared to the average growth rate of 5% for other professions.
  • Many graduates and people who want to break into data science are worried that AI and tools like ChatGPT could replace data scientists shortly.
  • But those who work in the field know that the chances of that happening soon are slim.
  • An untrained individual cannot simply start prompting ChatGPT to create business value.
  • Instead, AI will likely make experienced data scientists much more capable and sought-after.
  • Tools like ChatGPT, especially its fourth version, have the potential to help with debugging code, writing base code, cleaning data, and solving many of the mundane tasks that previously required 50% of a data scientist's time.
  • By utilizing these technological advances, data scientists will become much more efficient and can focus on asking the right questions, interpreting results, and testing possible solutions.
  • This increases the value a data scientist brings to an organization and is an argument for why companies will be able to take advantage and embrace data science even further in the years to come.
  • Further evidence of how prominent firms view the importance of data scientists includes our study of big tech layoffs, revealing that only 3% of laid-off personnel were data scientists.
  • In 2023, as in 2013, and as will likely be the case in 2033, to become a data scientist, you must start by learning the fundamentals.
  • You can't go around spending the necessary time to learn disciplines like statistics, probability, and linear algebra to understand how analysis frameworks have been built.
  • This is how you create a lasting foundation that will facilitate your journey and help you understand instead of simply applying.
  • In the era of AI, this will become even more important than it is today.
  • In terms of tools, data scientists should be able to work with Excel, which is especially suitable for the beginning of your journey, as well as with SQL, which is frequently underestimated, but it's one of the tools a data scientist uses the most.
  • And a programming language such as Python or R is essential.
  • Our studies show that Python is much more frequently used by those working as data scientists and is also more often requested by companies and job ads.
  • Sometimes you also need data visualization software like Tableau or Power BI.
  • And don't be shy to use ChatGPT to correct your code.
  • Ask it questions you didn't understand.
  • It can be your tutor that can answer questions instantaneously and elaborate tirelessly.
  • What other technical skills does a data scientist need?
  • Over the last year, our students and collaborators have shared that they are often asked data engineering questions, even when interviewing for data science roles.
  • An intro course on data engineering fundamentals and advanced SQL skills will benefit these instances.
  • As a data scientist, you would also want to learn machine and, in some cases, deep learning.
  • When studying machine learning, you should focus on intuition.
  • Real-life examples and different ML algorithms.
  • You must also know how to apply ML in the real world, model your data, and understand the pros and cons of different algorithms and which one to use.
  • This is how experienced data scientists like Ken Gee and Jeffrey Lee constructed their ML algorithms and machine learning process courses on our platform.
  • Always try to learn from those who have walked the path you aspire to embark on.
  • Earlier this year, we studied over 1,050 LinkedIn job ads and found that most employers look for individuals who have a bachelor's degree.
  • When they specified the desired field of study, they indicated degrees like data science – 33%, statistics – 30%, computer science – 26%, engineering and economics, but also business, finance, architecture,
  • And others.
  • So, even if you've graduated from an unrelated field, you can become a data scientist, provided you pick up the necessary skills.
  • What about data scientist salaries?
  • It goes without saying that it is a well-paid job.
  • The entry-level data scientist salary in the U.S. is $80,193, and a senior data scientist can expect $165,536 on average.
  • The best way to showcase your skills to employers and apply what you've learned in your studies is to work on projects.
  • At first, you could try your hand at small projects using a relatively clean dataset, performing EDA, and then applying some statistical analysis to it.
  • Then, when you feel more confident, gradually try out more significant projects that require work on real-world business data that needs cleaning, dealing with missing values, and involving business understanding.
  • Prove to employers that you're passionate about data and can create business value.
  • To that end, several business classes will likely help.
  • For example, our platform teaches aspiring data scientists about marketing, corporate strategy, data strategy, product management, and other business skills, which are essential if you want to get hired as a data scientist.
  • So, how does one land their first full-time data scientist job?
  • Before applying, explore many data scientist job ads, find companies you're interested in, and write down the technical terms they've used to describe competencies.
  • Take note of the repetitive requirements listed, using this language for your resume.
  • Don't be shy to use ChatGPT to gain ideas for better wording when writing your resume.
  • If you don't have relevant work experience, you can describe the projects you've worked on in more detail.
  • Our advice is to use a template for your resume or a resume builder website, which shows that you pay attention to details and have spent enough time to make it appealing and well-organized.
  • And make sure to add a convenient link to your project portfolio.
  • Then you need to update your LinkedIn information and add a link to your project portfolio.
  • If you're willing to go the extra mile, you can start a blog on Medium and share your data scientist journey and describe the projects you've worked on.
  • Then, it'll be time to send out your resume through job listings.
  • But also, don't hesitate to reach out to industry practitioners, but not influencers, because they're too busy.
  • You can initially ask for feedback.
  • Perhaps later, this will lead to an actual job offer.
  • Working on small projects as a freelancer is a great way to earn income and gain work experience.
  • Please watch our How to Become a Data Freelancer video.
  • It gives you a detailed plan for launching your data scientist freelancer journey.
  • So this wraps up today's video.
  • Before you go, please make sure you like and subscribe to our channel, because it takes a lot of time to create quality content, and the YouTube algorithm isn't always as kind as it should be.
  • If you're interested in becoming a data scientist, check out our program.
  • There's a great offer in the description.