data for learning

USAGE SUMMARY

The phrase "data for learning" is correct and usable in written English.
It can be used in contexts where information is being utilized to facilitate education or knowledge acquisition. Example: "The researchers collected data for learning to improve the educational outcomes of the program."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

18 human-written examples

So we do not need data for learning to distinguish speakers between each other".

TechCrunch

Questions may also be used as data for learning analytics per se.

Research and Practice in Technology Enhanced Learning

Recently, transfer learning [7] has become a popular machine learning method which utilizes auxiliary data for learning.

EURASIP Journal on Advances in Signal Processing

Data from the user operating the IoT or previously recorded data is collected and used as target data for learning.

Human-centric Computing and Information Sciences

170 sentences (5 sentences each person) were selected randomly as the training data for learning projection matrices in different subspaces.

EURASIP Journal on Audio, Speech, and Music Processing

Good accuracy and flexibility of the proposed approach have been obtained for a properly defined experimental programme supplying data for learning.

Chemical Engineering Science

Human-verified similar examples from authoritative sources

Similar Expressions

41 human-written examples

The different levels of diagnostic information available depend on the type of data available for learning and this is also discussed.

IFAC-PapersOnLine

However, these metadata consists of far too many data fields for learning designers to fill in.

Smart Learning Environments

No experimental designs were used for generating a statistically sufficient training data set for learning different ANNs.   5.

Journal of Petroleum Exploration and Production Technology

Figure 8 denotes pictures of the surface judged to be uneven at a part besides the data used for learning.

ROBOMECH Journal

LOM introduces a base schema that abstracts data elements for learning resources into metadata with nine categories capable of describing content granularity, learning time, and semantic relationship between described concepts.

Human-centric Computing and Information Sciences

Expert writing Tips

Best practice

When discussing machine learning, specify the type of "data for learning" such as 'training data' or 'validation data' to provide clarity.

Common error

Be specific about the nature of the "data for learning". Instead of just stating that data is used, explain how the data is processed or applied to achieve learning outcomes.

Linguistic Context

The phrase "data for learning" functions primarily as a noun phrase specifying the purpose of data. According to Ludwig, the phrase is grammatically sound and usable in written English. Examples show it in various contexts, from training AI models to improving educational programs.

Expression frequency: Very common

Frequent in

Science

54%

News & Media

18%

Formal & Business

4%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "data for learning" is a grammatically correct and frequently used phrase, as verified by Ludwig, referring to information specifically intended to aid in educational or training processes. It commonly appears in scientific and news contexts and is used to emphasize the purpose of data in facilitating learning. When using the phrase, it is important to be specific about the type of data and how it is being used to avoid overgeneralization and ensure clarity. Consider alternatives like "educational data" or "training data" for greater precision.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

educational data

This alternative emphasizes the application of data within an educational framework.

learning information

This alternative uses the more general term "information" instead of "data", which can sometimes be more appropriate depending on context.

learning datasets

This alternative focuses on the collection of data specifically intended for machine learning or educational algorithms.

datasets for education

This highlights the organized collection of data aimed at facilitating learning.

training data

This alternative is commonly used in machine learning contexts where the data is specifically used to train a model.

data used for education

This rephrasing is structurally different and explicitly states the purpose of the data.

information for instruction

This alternative focuses on the informational aspect used in a teaching context.

learning-related data

This adjectival form describes data connected to the process of learning.

evidence for learning

This alternative highlights the evidential aspect of the data supporting the learning process.

resources for learning

This alternative broadens the scope to include any resources that aid in the learning process, not just raw data.

FAQs

How can I use "data for learning" in a sentence?

You can use "data for learning" to describe the information used to train algorithms or improve educational outcomes. For example, "The researchers collected "data for learning" to improve the educational outcomes of the program."

What can I say instead of "data for learning"?

You can use alternatives like "educational data", "learning datasets", or "training data" depending on the context.

Is "data for learning" a correct phrase?

Yes, "data for learning" is a correct and usable phrase in English. It is used to describe data that is used to facilitate learning or training.

What’s the difference between "data for learning" and "information for education"?

While both phrases relate to learning and education, "data for learning" often implies a more structured or raw form of information, suitable for processing or analysis, whereas "information for education" might refer to processed or contextualized information ready for direct consumption.