deep learning
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idiom

deep learning

Meaning
A class of machine learning algorithms that uses multiple layers to progressively extract higher-level features from raw input.
Example
The AI system improved through **deep learning**, making it smarter over time.
idiom

double check with

Meaning
to confirm information with someone
Example
Could you **double check with** finance about the budget?
phrasal-verb

dream beyond

Meaning
to imagine or aim for something greater than what seems possible
Example
To make a difference, you must **dream beyond** limits.
idiom

down to the wire

Meaning
until the very last moment; close to the deadline
Example
The game went **down to the wire**, but they won in the end.
idiom

Dress to impress

Meaning
Wear clothes that will make others admire you
Example
You should **dress to impress** for your job interview.
phrasal-verb

draw strength from failure

Meaning
to learn and grow stronger after failure
Example
Winners **draw strength from failure** instead of giving up.
idiom

drive someone crazy

Meaning
to irritate or annoy someone very much
Example
The noise is **driving me crazy**!
idiom

digital footprint

Meaning
the trace of information left by a user's online activities
Example
Be cautious about what you post online; your **digital footprint** lasts forever.
phrasal-verb

dwell upon

Meaning
to think or talk too much about something unpleasant that happened in the past
Example
She tends to **dwell upon** her past mistakes instead of moving on.
phrasal-verb

draw up plans

Meaning
to prepare detailed strategies or documents
Example
Experts **drew up plans** for cross-border trade cooperation.
phrasal-verb

delight in

Meaning
to take great pleasure in something
Example
She **delights in** making people laugh.
idiom

divide and conquer

Meaning
to gain control by causing disagreement among others
Example
The dictator used a **divide and conquer** strategy to maintain power.
idiom

dance the night away

Meaning
to dance for a long time, especially during a celebration
Example
Everyone **danced the night away** at the wedding reception.
idiom

drama queen

Meaning
a person who exaggerates or overreacts to situations
Example
Don’t be such a **drama queen**; it’s not that serious.
idiom

double-edged sword

Meaning
something that has both positive and negative consequences
Example
AI surveillance is a **double-edged sword** for security and privacy.
idiom

double down on

Meaning
to increase effort or commitment toward something
Example
After the setback, they **doubled down on** their training routine.
idiom

Dig deeper

Meaning
To investigate more thoroughly or find out more details.
Example
Journalists are trained to **dig deeper** into stories.
idiom

draw down

Meaning
to reduce the level or amount of something
Example
We plan to **draw down** inventory over the summer.
phrasal-verb

drop down

Meaning
to fall or descend to a lower level
Example
The temperature will **drop down** to five degrees tonight.
phrasal-verb

draw up a plan

Meaning
to prepare a detailed plan or document
Example
The management team drew up a plan for the next quarter.
phrasal-verb

draw confidence from experience

Meaning
to gain self-assurance by learning from past events
Example
You can **draw confidence from experience** and handle new challenges better.
idiom

Don't cry over spilled milk

Meaning
Don’t waste time worrying about things that have already happened.
Example
**Don't cry over spilled milk**; learn from your mistake.
phrasal-verb

decide on

Meaning
to choose something after thinking carefully
Example
We finally **decided on** the blue design.
idiom

Don’t throw in the towel

Meaning
Don’t give up or quit.
Example
**Don’t throw in the towel** even if it’s hard.
phrasal-verb

doodle around with

Meaning
to experiment playfully with sketches or ideas
Example
I **doodle around with** color palettes when inspiration drops.
idiom

do the right thing by someone

Meaning
to treat someone fairly and with respect
Example
It's important to always **do the right thing by your colleagues**.
idiom

down in the dumps

Meaning
feeling sad or depressed
Example
He’s been **down in the dumps** since he lost his job.
phrasal-verb

dial back on

Meaning
to reduce the intensity or amount of something
Example
We're **dialing back on** late-night emails to protect balance.
phrasal-verb

depend upon imports

Meaning
to rely on goods brought from other countries
Example
Many developing countries **depend upon imports** for essential commodities.
idiom

driving innovation

Meaning
leading or inspiring new and creative ideas.
Example
The startup is **driving innovation** in renewable energy solutions.
idiom

dirty politics

Meaning
political activities that are considered dishonest or unethical
Example
His campaign was full of **dirty politics**, using false information to attack his opponent.
idiom

double-cross someone

Meaning
to betray someone after pretending to support them
Example
He promised to help but **double-crossed** me in the end.
phrasal-verb

dream up

Meaning
to imagine or invent something new or creative
Example
They **dreamed up** a new way to achieve their business goals.
idiom

dog days

Meaning
the hottest days of summer
Example
During the **dog days** of summer, everyone stays indoors.
idiom

drop the ball

Meaning
to make a mistake or fail to do something important
Example
I really **dropped the ball** by forgetting to send that important email.
idiom

Disrupt the market

Meaning
To radically change an industry with innovation.
Example
Their app aims to **disrupt the market** for food delivery.
idiom

do your own thing

Meaning
to do what you want without worrying about what others think
Example
He prefers to **do his own thing** and not depend on anyone.
phrasal-verb

draw strength from

Meaning
to get courage or motivation from something or someone
Example
She **draws strength from** her past struggles.
idiom

dig deep

Meaning
to use all your strength and determination to achieve something
Example
You’ll have to **dig deep** to finish this marathon.
idiom

Don’t lose heart

Meaning
Don’t become discouraged.
Example
Even if you fail once, **don’t lose heart**.
phrasal-verb

drop a message

Meaning
to send someone a short message online
Example
Just **drop me a message** if you need any help.
idiom

dance to one's own tune

Meaning
to behave independently; not influenced by others
Example
He always **dances to his own tune** and never follows the crowd.
idiom

driven by passion

Meaning
to be motivated by strong enthusiasm or love for something
Example
He is **driven by passion** to help others succeed.
idiom

down on one’s luck

Meaning
to be experiencing a period of bad luck
Example
He’s **down on his luck** and can’t find a job.
idiom

Don’t be discouraged

Meaning
Stay motivated even after setbacks.
Example
**Don’t be discouraged**—success takes time.
phrasal-verb

drop in for

Meaning
to attend briefly or informally
Example
I plan to **drop in for** the group discussion later this evening.
phrasal-verb

deal with

Meaning
to manage or handle a problem, situation, or customer
Example
Our export team will **deal with** all customs and shipping issues.
phrasal-verb

drop off to sleep

Meaning
to start sleeping, especially unintentionally
Example
He **dropped off to sleep** while watching TV.
idiom

drop a bombshell

Meaning
to announce something shocking or unexpected
Example
She **dropped a bombshell** by quitting her job.
idiom

drive up

Meaning
to cause something to increase
Example
Rising fuel costs **drive up** the price of groceries.
phrasal-verb

dream up projects

Meaning
to invent or imagine new creative projects
Example
They **dreamed up projects** that could change the company’s image.
phrasal-verb

dig up

Meaning
to discover secret or forgotten information
Example
Journalists managed to **dig up** new evidence about the case.
idiom

don't sweat the small stuff

Meaning
don’t worry about minor or unimportant things
Example
It’s just a little mistake, **don’t sweat the small stuff**.
phrasal-verb

double source

Meaning
to confirm information with at least two independent sources
Example
Reporters **double source** sensitive claims before airing them.
phrasal-verb

dial back notifications

Meaning
to reduce the frequency of alerts or messages
Example
I had to **dial back notifications** because my phone kept buzzing all day.
phrasal-verb

draw over

Meaning
to move something or someone to another side
Example
He **drew over** the curtain to let the sunlight in.
phrasal-verb

drop through

Meaning
to fail or not happen as planned
Example
Our plan to travel abroad this year has **dropped through** due to budget issues.
idiom

Dressed to kill

Meaning
Wearing very fashionable or attractive clothes
Example
She was **dressed to kill** at the party last night.
idiom

disruptive innovation

Meaning
an innovation that significantly alters or revolutionizes an existing market or industry
Example
The smartphone was a **disruptive innovation** that changed the way we communicate.
idiom

doomscrolling

Meaning
endlessly scrolling through bad news or negative content online
Example
I stayed up late **doomscrolling** last night.
idiom

dollar for dollar

Meaning
an exact or equivalent match in value or amount
Example
The government promised a **dollar for dollar** match for all donations.
idiom

do time

Meaning
to spend time in prison
Example
He had to **do time** for his crimes.
phrasal-verb

deal across

Meaning
to trade or exchange across parties
Example
The companies **dealt across** several industries.
idiom

do one's duty

Meaning
to fulfill one's responsibilities or obligations
Example
Every citizen should **do their duty** to help their country.
idiom

Don't rush things

Meaning
Take your time and don't hurry.
Example
You don't need to finish everything today, **don't rush things**.
phrasal-verb

drop away

Meaning
to decrease gradually; to fade or disappear
Example
Attendance at the club meetings has **dropped away** recently.
idiom

don't count your chickens before they hatch

Meaning
don't make plans for something that might not happen
Example
You should wait until you get the job offer before you start celebrating. **Don't count your chickens before they hatch**.
phrasal-verb

draw aside

Meaning
to move something to one side; to separate from a group
Example
He **drew aside** the curtain to see who was outside.
phrasal-verb

dig in

Meaning
to begin doing something with determination and effort
Example
He decided to **dig in** and work through the challenges.
phrasal-verb

drift off

Meaning
to gradually fall asleep
Example
She **drifted off** while reading a book.
phrasal-verb

drive on

Meaning
to continue working hard to achieve success
Example
Even after failures, he kept **driving on** to reach his dreams.
idiom

dream big

Meaning
to have ambitious goals and aspirations
Example
If you want to achieve greatness, you must **dream big**.
idiom

drum up

Meaning
to increase interest or support for something
Example
The volunteers are visiting schools to **drum up** excitement for the festival.
idiom

dwell on

Meaning
to think or speak about something repeatedly
Example
Try not to **dwell on** the minor mistake.
phrasal-verb

double down on learning

Meaning
to increase your effort toward gaining knowledge
Example
After the promotion, I **double down on learning** new leadership skills.
idiom

data mining

Meaning
the process of discovering patterns and relationships in large datasets
Example
Data mining helps businesses understand customer behavior and predict trends.
phrasal-verb

draw up a bill

Meaning
to prepare a draft of a proposed law
Example
Lawmakers **drew up a bill** to regulate campaign funding.
idiom

Don’t bite off more than you can chew

Meaning
Don’t take on more responsibility than you can handle.
Example
**Don’t bite off more than you can chew**, start small.
idiom

die of envy

Meaning
to be extremely jealous
Example
He’ll **die of envy** when he sees your new car.
phrasal-verb

drain away pressure

Meaning
to slowly release mental or emotional pressure
Example
Talking to a friend helps me **drain away pressure** after a long day.
phrasal-verb

deal with conflict

Meaning
to manage or resolve disagreements or disputes
Example
Managers often need to **deal with conflict** among team members.
idiom

deep learning dive

Meaning
to study or explore something in great depth
Example
He took a **deep learning dive** into neural networks last month.
phrasal-verb

draw away

Meaning
to move ahead or away from someone or something
Example
The car **drew away** from the traffic lights quickly.
idiom

drive someone up the wall

Meaning
to make someone very annoyed or angry
Example
Her constant complaints **drive me up the wall**.
phrasal-verb

deal in

Meaning
to buy and sell a particular product or type of goods
Example
He **deals in** antique furniture.
phrasal-verb

draw nations into

Meaning
to attract or involve countries into joint activities
Example
The summit **drew nations into** a pact on fair trade.
idiom

deep down

Meaning
in one’s innermost feelings
Example
**Deep down**, she knew she was wrong.
phrasal-verb

draw out creativity

Meaning
to encourage or inspire someone’s creative potential
Example
The manager tried to **draw out creativity** from every team member.
phrasal-verb

deal around

Meaning
to share something among people informally
Example
He **dealt around** the snacks during the meeting.
phrasal-verb

draw on experience

Meaning
to use one’s past knowledge or experience as a resource
Example
She **drew on her experience** to guide the brainstorming session.
idiom

drift apart

Meaning
to slowly become less close or connected over time
Example
After college, they gradually **drifted apart**.
idiom

draw inspiration from

Meaning
to be motivated or influenced by something
Example
He **drew inspiration from** nature for his latest painting.
phrasal-verb

dream of

Meaning
to imagine or hope for something you want very much
Example
Many children **dream of** becoming astronauts.
idiom

data breach

Meaning
unauthorized access to confidential information
Example
The company suffered a major **data breach** last year.
idiom

doubt creeps in

Meaning
to begin to feel uncertain or unsure
Example
After a few failures, **doubt began to creep in**.
idiom

draw a line in the sand

Meaning
to set a firm boundary or make a limit clear
Example
The prime minister **drew a line in the sand** regarding national security.
phrasal-verb

do someone in

Meaning
to kill or exhaust someone
Example
The long hike really **did me in**.
idiom

data-driven decision making

Meaning
making decisions based on data analysis rather than intuition or personal experience
Example
In the world of business, **data-driven decision making** is crucial for success.
phrasal-verb

drop behind

Meaning
to fall behind others in progress or development
Example
She started to **drop behind** in her studies after missing several classes.
idiom

draw the line

Meaning
to set a limit on what is acceptable
Example
We have to **draw the line** when it comes to unethical behavior.
idiom

drop in the ocean

Meaning
a very small or insignificant amount compared to what is needed
Example
Our recycling efforts are just a **drop in the ocean** compared to the global pollution problem.
idiom

Don't put all your eggs in one basket

Meaning
Don’t risk everything on a single plan.
Example
You should invest in different areas; **don’t put all your eggs in one basket**.
phrasal-verb

deal away

Meaning
to give up something through a trade or compromise
Example
He **dealt away** his shares for quick cash.
idiom

draw on

Meaning
to use something as a resource
Example
We’ll **draw on** last year’s data for the report.
phrasal-verb

drop below

Meaning
to decrease to less than a specific amount or level
Example
Investment growth **dropped below** expectations this quarter.
idiom

Don Quixote

Meaning
A person who is overly idealistic, unrealistic, or impractical.
Example
He’s being **a Don Quixote**, chasing impossible dreams.
idiom

data encryption

Meaning
the process of converting data into a code to prevent unauthorized access
Example
Ensure all sensitive information is protected through **data encryption**.
phrasal-verb

deal against

Meaning
to act or compete against someone in a transaction
Example
He **dealt against** his rival in the stock market.
phrasal-verb

draw from

Meaning
to take or get something from a source
Example
Artists often **draw from** real life experiences.
idiom

dig into

Meaning
to explore or investigate something in detail
Example
We’ll **dig into** the customer feedback this afternoon.
phrasal-verb

drive toward

Meaning
to focus your energy and effort on reaching a goal
Example
They are **driving toward** a more sustainable business model.
idiom

drill down into

Meaning
to examine something in great depth
Example
The analyst will **drill down into** the sales numbers for trends.
idiom

draw a blank

Meaning
to be unable to remember or think of something
Example
When asked about the date, she **drew a blank**.
idiom

day in court

Meaning
a fair opportunity to defend oneself or be heard
Example
Everyone deserves their **day in court**.
idiom

data-driven decision

Meaning
a decision based on data analysis rather than intuition
Example
Modern companies rely on **data-driven decisions** to stay competitive.
idiom

double back

Meaning
to turn around and go back the way you came
Example
We had to **double back** to grab the projector.
idiom

do the right thing

Meaning
to act in a morally or socially responsible way
Example
Even when it’s hard, always **do the right thing**.
phrasal-verb

draw everyone in

Meaning
to involve all members actively in a discussion or activity
Example
The facilitator tried to **draw everyone in** during the brainstorming session.
phrasal-verb

drive innovation

Meaning
to lead or motivate creative progress
Example
The CEO’s vision helps **drive innovation** across all departments.
phrasal-verb

drive forward

Meaning
to make progress with determination and energy
Example
Strong leadership is needed to **drive forward** innovation goals.
phrasal-verb

drop out of sight

Meaning
to disappear or become unnoticed
Example
After the scandal, the actor **dropped out of sight** for several months.