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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
it requires training
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "it requires training" is correct and usable in written English.
You can use it when discussing the need for skill development or education in a particular area or task. Example: "To operate this machinery safely, it requires training to understand all safety protocols and procedures."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
18 human-written examples
For a neural network to be useful, though, it requires training.
News & Media
I've learned that it's a real skill to be able to present yourself well, and for some people it requires training.
News & Media
It requires training for poll workers and monitoring of both the special election and the next regular election in 1999 by poll watchers who do not live or vote in the Bronx.
News & Media
However, doing so is very expensive (because it requires training a classifier); thus, we need a fast (with respect to evaluating the function), derivative-free optimization technique to solve this problem.
Science
To reach that point, faculty must recognize that a major challenge with lung ultrasonography remains that it requires training.
Science
QPalma is specifically designed to align the short sequence reads over intron boundaries [ 7], but it requires training sets of spliced reads with sequencing quality and known alignments information.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
42 human-written examples
However, the AGID is not used by many laboratories today because of its low sensitivity and because it requires trained personnel and special media [ 8].
It requires trained personnel for the patient's safety, people who know what to do and what to do if something goes wrong.
News & Media
Generally, it requires trained personnel and dedicated laboratory areas.
Science
Also, it requires trained professionals who know what to look for in depression.
Furthermore it requires trained people that may not always be available.
Expert writing Tips
Best practice
When using "it requires training", clarify what "it" refers to, ensuring the context is clear for the reader. For example, instead of "Operating the machine requires training", specify: "Operating the new CNC machine requires training".
Common error
Avoid using "it requires training" without clearly defining what "it" represents. Vague references can confuse the reader and weaken your argument. Ensure the subject is explicitly stated for clarity.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "it requires training" functions as a statement of necessity, indicating that a particular skill, task, or process cannot be performed effectively or safely without proper instruction. Ludwig AI indicates the phrase is grammatically correct and usable.
Frequent in
Science
52%
News & Media
37%
Formal & Business
11%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "it requires training" is a grammatically sound expression used to emphasize the necessity of instruction for a given task or skill. Ludwig AI confirms its validity and usability. Common across science, news, and business contexts, this phrase is best used with clear references to what "it" entails to avoid ambiguity. Consider alternatives like "it necessitates instruction" or "it demands preparation" for variety. Be mindful of specifying the type of training needed to provide context. By clearly defining the subject and specifying the training, you ensure effective communication and enhance understanding. The phrase sees common usage in high-quality publications such as The New York Times and The Guardian.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
it necessitates instruction
Replaces "requires" with "necessitates" and "training" with "instruction", emphasizing the mandatory aspect of learning.
it mandates education
Similar to "necessitates instruction" but uses "mandates" to convey a strong regulatory requirement.
it insists on qualification
Stresses that certain credentials or a specific level of achievement are essential.
it demands preparation
Uses "demands" to highlight the need and "preparation" as a broad substitute for training.
it presupposes proficiency
Emphasizes that a certain level of skill is assumed or needed beforehand.
it involves development
Focuses on the developmental aspect, where training is seen as part of a broader development process.
it calls for expertise
Emphasizes the level of skill needed, framing training as a path to achieving expertise.
it benefits from coaching
Suggests that coaching is helpful or advantageous, unlike requiring.
it needs familiarization
Indicates a need to become acquainted with something, a specific type of learning.
it relies on experience
Highlights the importance of hands-on knowledge, shifting the focus from formal training to practical application.
FAQs
What does "it requires training" mean?
The phrase "it requires training" means that a certain activity, skill or job necessitates a period of instruction to be performed correctly or effectively. For example, operating heavy machinery "it requires training" to avoid accidents.
When is "it requires training" used?
This phrase is used when indicating that some form of instruction or learning is essential before undertaking a task. It's often employed to emphasize the necessity of preparation and skill development before competence can be achieved. For example, working with hazardous materials "it requires training" to ensure safety protocols are followed.
What are some alternatives to "it requires training"?
You can use alternatives such as "it necessitates instruction", "it demands preparation", or "it involves development" depending on the context. These phrases convey a similar meaning, emphasizing the necessity of preparation and skill development.
How can I make "it requires training" more specific?
To make the phrase more specific, include details about the type of training required, the skills that will be gained, or the specific context in which the training is needed. For example, instead of saying ""it requires training"", you might say "it requires specialized training in advanced surgical techniques".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested