machine learning techniques

USAGE SUMMARY

The phrase "machine learning techniques" is correct and usable in written English.
You can use it when discussing methods used in computer science and artificial intelligence research, such as automated pattern recognition or clustering algorithms. For example, "New machine learning techniques are helping computer scientists make significant advances in the field of artificial intelligence."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

57 human-written examples

Sentiment classification using machine learning techniques.

Cornell University

Similar challenges exist with other machine learning techniques.

MIT Technology Review

It has taught itself to master the game by using general-purpose machine learning techniques.

The Guardian - Tech

Uses machine learning techniques to provide advertisers with detailed demographic information about online audiences.

MIT Technology Review

Additionally, other machine learning techniques such as deep transfer feature learning61 may help to improve performance.

Nature

To help optimize the process, they decided to apply machine learning techniques to the data.

MIT Technology Review

Machine learning techniques are increasingly adopted in computer-aided diagnosis.

Brain Informatics

Machine learning techniques are widely used for malware detection.

EURASIP Journal on Information Security

Human-verified similar examples from authoritative sources

Similar Expressions

3 human-written examples

It is an ambitious attempt to apply machine-learning techniques to the problem of traffic congestion.

The New York Times - Tech

The system could also support machine-learning techniques for identifying signs of disease in images.

MIT Technology Review

DeepMind believes its machine-learning techniques can reduce that time to one hour.

The Guardian - Tech

Expert writing Tips

Best practice

When discussing specific implementations, specify the particular "machine learning techniques" used, such as support vector machines or neural networks, for clarity.

Common error

Avoid using "machine learning techniques" as a blanket term without providing context. Be specific about which techniques are relevant to the discussion.

Linguistic Context

The phrase "machine learning techniques" functions as a noun phrase, typically serving as the object of a verb or preposition. As Ludwig AI confirms, it's a correct and usable phrase in English, denoting methods used in computer science and AI. For example, "Researchers are exploring new machine learning techniques."

Expression frequency: Very common

Frequent in

Science

47%

News & Media

33%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "machine learning techniques" is a grammatically correct and very common noun phrase used to describe a variety of methods that enable computers to learn from data. Ludwig AI validates its correctness and widespread applicability. It's primarily used in scientific, news, and academic contexts. When writing, it's best to be specific about the particular techniques being discussed, and avoid overgeneralization. Common alternatives include "machine learning methods" and "machine learning algorithms". Remember that source authority is critical, so using reputable sources is crucial.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

machine learning methods

Replaces "techniques" with "methods", a synonymous term indicating a way of doing something.

machine learning algorithms

Substitutes "techniques" with "algorithms", focusing on the specific computational procedures used.

artificial intelligence methods

Broadens the scope to encompass all methods within artificial intelligence, not just machine learning.

predictive analytics methods

Focuses on methods used for prediction using machine learning.

data mining techniques

Highlights techniques specifically used for extracting patterns from data.

computational learning approaches

Replaces "techniques" with "approaches", emphasizing the broad strategies used in computational learning.

statistical modeling methods

Shifts focus to the statistical aspects of machine learning.

pattern recognition techniques

Highlights techniques specifically designed for identifying patterns.

intelligent systems methodologies

Broadens the scope to methodologies used in intelligent systems, including machine learning.

advanced analytics strategies

Implies the use of sophisticated analytical methods, which may include machine learning.

FAQs

How can I use "machine learning techniques" in a sentence?

You can use "machine learning techniques" to describe methods used for predictive modeling, data analysis, or automation. For example, "The company uses advanced "machine learning techniques" to improve its fraud detection system."

What is the difference between "machine learning techniques" and "machine learning algorithms"?

"Machine learning techniques" is a broader term that encompasses various approaches to learning from data, while "machine learning algorithms" refer to the specific computational procedures used within those techniques.

What can I say instead of "machine learning techniques"?

Depending on the context, you can use alternatives such as "machine learning methods", "artificial intelligence techniques", or "data mining techniques".

Are "machine learning techniques" only used in computer science?

No, "machine learning techniques" are applied across various fields, including healthcare, finance, engineering, and marketing, to solve diverse problems involving data analysis and prediction.