based on previous learning

USAGE SUMMARY

The phrase "based on previous learning" is correct and usable in written English.
It can be used when discussing concepts, decisions, or actions that are informed by earlier knowledge or experiences. Example: "The new curriculum is designed to build on concepts based on previous learning, ensuring a smoother transition for students."

✓ Grammatically correct

Robotics and Autonomous Systems

Annals of Clinical and Translational Neurology

Neurocomputing

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Results show that the segmentation of the object into primitives allows to identify the most suitable regions for grasping based on previous learning.

Robotics and Autonomous Systems

Recalling and selecting responses based on previous learning was not affected by PD or dopaminergic medication status.

Annals of Clinical and Translational Neurology

19, 20 Recalling and performing previously learned responses were not affected by PD or dopaminergic medication, suggesting that learning stimulus-response associations and recalling and performing responses based on previous learning are mediated by different brain regions.

Annals of Clinical and Translational Neurology

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Given an input problem, the proposed architecture uses a ML technique to suggest an initial Pareto front of SVM configurations based on previous similar learning problems; the suggested Pareto front is then refined by a multi-objective optimization algorithm.

Neurocomputing

Based on previous studies, no learning should have occurred in our study, because the task was impossibly difficult and the feedback was useless as a correcting teacher.

Plosone

Our decision to set 50 procedures as the threshold for experience is based on previous studies examining learning curves and respective outcomes in patients undergoing THA.

BMJ Open

Based on previous experience, we learn to deal with the various situations that matter to us or call for some sort of resolution.

Life Sciences, Society and Policy

To measure statistical power in the analyses, an estimate of effect size was used based on previous studies of motor learning [10], [20] in which sample size and number of trials was roughly equivalent to the present study.

Plosone

Finally, the pairs presented to new participants can be selected in a way that maximizes learning based on previous responses so a wiki survey can adapt as it evolves.

MIT Technology Review

Their system will read each page's content and associate it automatically with advertising categories based on previous campaign history and machine learning.

TechCrunch

This approach, whilst offering authentic patient problems, also provides students with learning empowerment and capacity to formulate their own learning outcomes based on previous experiences and critical reflection.

BMC Medical Education

Expert writing Tips

Best practice

When using "based on previous learning", ensure the connection between the previous learning and the current context is clear to the reader.

Common error

Avoid using "based on previous learning" without specifying what the previous learning entailed. Be specific about the source and nature of the prior knowledge.

Linguistic Context

The phrase "based on previous learning" functions as a prepositional phrase modifying a noun or verb, indicating the foundation or rationale for an action, decision, or understanding. Ludwig AI confirms that the phrase is grammatically correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Academia

10%

Less common in

Formal & Business

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, "based on previous learning" is a grammatically sound and useful phrase for indicating that current actions or understandings are rooted in prior knowledge. While Ludwig AI confirms its correctness, it's important to ensure clarity by specifying the nature and source of the prior learning. Alternatives like "drawing from past knowledge" or "informed by prior experience" can add variety to your writing. This phrase is most commonly encountered in scientific and academic contexts, emphasizing its role in formal explanations and justifications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

drawing upon prior learning

Highlights the use of prior learning in a current situation.

informed by prior experience

Highlights how past events and encounters influence current understanding or decisions.

informed by cumulative knowledge

Points to the gathering of knowledge over time that contributes to present understanding.

drawing from past knowledge

Emphasizes the act of extracting information from previously acquired knowledge.

guided by learned principles

Focuses on the application of established rules or concepts gained through learning.

derived from past studies

Suggests that the current understanding is a result of analyses made previously.

leveraging previous insights

Implies using prior understanding to gain an advantage or make progress.

built upon previous training

Emphasizes skills and knowledge acquired through training programs.

founded on historical lessons

Indicates that the present action is built upon the teachings of past events.

stemming from earlier education

Connects current knowledge or skills directly to formal learning experiences.

FAQs

How can I use "based on previous learning" in a sentence?

You can use "based on previous learning" to indicate that a decision, action, or understanding is informed by prior knowledge or experience. For example: "The algorithm adapts its strategy "based on previous learning" from user interactions."

What are some alternatives to "based on previous learning"?

Alternatives include "drawing from past knowledge", "informed by prior experience", or "guided by learned principles". These phrases offer similar meanings but with slight variations in emphasis.

Is it better to say "based on previous experience" or "based on previous learning"?

The best choice depends on the context. "Based on previous experience" is suitable when referring to practical know-how gained through doing, while "based on previous learning" is more appropriate when referring to knowledge gained through study or instruction. Experience is about know-how while learning refers to know-what.

What is the difference between "based on previous learning" and "based on prior knowledge"?

"Based on previous learning" specifically refers to knowledge acquired through a learning process, whereas "based on prior knowledge" is a broader term that can include both learned and innate understanding.