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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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calculated learning

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "calculated learning" is correct and usable in written English.
It can be used in contexts where learning is approached in a methodical or strategic manner, often involving analysis or planning. Example: "The course focuses on calculated learning, allowing students to assess their progress and adjust their strategies accordingly."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

When we calculated learning gains as average normalized gain, percent change, or raw change, we obtained the same result.

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

We ultimately chose to calculate learning gains using Cohen's d for a repeated measures design (Dunlap et al., 1996).

We then used a previously described expectation maximization algorithm to calculate learning curves for each mouse, as well as the learning trial if the mouse was identified as a learner (Smith et al., 2004).

Science

eLife

Instead of computing learning gains at the classroom level with < g>, Marx and Cummings advocate calculating learning gains at the student level, using the following formula: For students who score higher on the posttest than the pretest, the student-level normalized change score is computed similarly to a classroom-level normalized gain.

If you're actually doing anything meaningful in your role, you are likely taking calculated risks, learning from them, and then making future decisions based on what you've learned.

News & Media

Huffington Post

A grand mean of the five daily trials was calculated and learning was evaluated in the trained rats by a one-way ANOVA for repeated measures, with the mean error score for each day being the dependent variable.

Science

Plosone

It also offers a unique method of calculating the learning curve associated with ONSD measurement.

Despite the obvious limitations, this study offers a unique method of calculating the learning curve associated with ONSD utilizing a new definition of reliability by looking at within-subject variability and a unique statistical model to calculate the plateau in this variability.

A similar neuropsychological test in which an abstract design was presented was used to calculate design learning scores.

Science

Brain

After 3 min, we determine the number of animals on either side to calculate an odor preference [−1; 1] as the number of animals at the AM side (#AM) minus the ones at the OCT side (#OCT), divided by the total (#TOTAL): (2) From alternately run, reciprocally trained groups we calculate a learning index [−1; 1]: (3) Thus, positive LIs indicate appetitive, negative values aversive memory.

We calculated a learning index (%LI) as the difference between the CI or TTI of unconditioned and conditioned animals divided by the CI or TTI, respectively, of the unconditioned animals [8] (see methods).

Science

Plosone
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Expert writing Tips

Best practice

Use "calculated learning" to describe situations where individuals or organizations strategically plan and analyze learning experiences to maximize their impact.

Common error

Avoid assuming "calculated learning" only involves numerical metrics. It encompasses qualitative analysis, strategic adjustments, and adaptive approaches to enhance understanding and skill acquisition.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "calculated learning" functions as a noun phrase where "calculated" acts as an adjective modifying the noun "learning". It indicates a deliberate or strategic approach to acquiring knowledge or skills, as shown in examples provided by Ludwig.

Expression frequency: Uncommon

Frequent in

Science

68%

News & Media

16%

Formal & Business

16%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the term "calculated learning" describes a strategic and methodical approach to acquiring knowledge or skills. As Ludwig AI confirms, it's grammatically correct and usable in written English, especially in scientific and news-related contexts. While it may not be as common as alternative phrases like "strategic learning" or "deliberate learning", it effectively conveys the concept of learning with intention and analysis. When using this phrase, it is important to remember that it encompasses both quantitative and qualitative factors, and that over-reliance on a rigid system may limit the learning experience. The examples show that it often appears in academic and research environments, suggesting a formal or professional register.

FAQs

How can I incorporate "calculated learning" into my study habits?

You can integrate "calculated learning" by setting specific learning goals, tracking your progress with measurable metrics, analyzing your strengths and weaknesses, and adjusting your strategies accordingly. Consider using techniques like spaced repetition and active recall to optimize retention.

What's the difference between "calculated learning" and rote learning?

"Calculated learning" involves strategic planning and analysis to optimize learning outcomes, while rote learning focuses on memorization without necessarily understanding the material. Alternatives to rote learning are "strategic learning" or "deliberate learning".

In what contexts is it most appropriate to use the term "calculated learning"?

The term "calculated learning" is suitable in contexts where a strategic and analytical approach to learning is emphasized, such as in professional development, skill acquisition, or performance improvement initiatives. It is about having an "intentional learning" process.

Are there downsides to relying too much on "calculated learning"?

While a strategic approach is beneficial, over-reliance on "calculated learning" can sometimes lead to rigidity and a lack of spontaneity in the learning process. It's important to balance structured learning with flexibility and exploration.

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Source & Trust

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Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: