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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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large amount of operations

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "large amount of operations" is not entirely correct in standard English; it should be "large number of operations." You can use it when discussing the quantity of operations in a specific context, such as in business, computing, or logistics.
Example: "The system is capable of handling a large number of operations simultaneously without any lag."

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

"A large amount of operations are carried out across Wales every year.

News & Media

BBC

As EZBC used a large amount of operations of link lists such as adding and deleting nodes during encoding, this made its coding efficiency decline greatly when good image quality was required.

As it has a large amount of operations of link lists such as adding and deleting nodes during encoding, this made its coding efficiency decline greatly when good image quality is required.

With rapid development of computational capability, we could improve the time efficiency on large amount of operations.

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

That brings us to Perspica, a startup that is looking at applying machine learning to large amounts of operations data (not unlike Splunk), and surfacing problems when they appear.

News & Media

TechCrunch

However, it can't be analytically obtained because of a large amount of nonlinear operations in calculation of the WCENs.

This assumption is strengthened with the results of our last Table 9 where we compare the logs of the execution of each step of the attack with the logs of a system that performs a large amount of network operations that greatly increases the number of system calls.

Additionally, these approaches are often inefficient in the context of personal genome assembly due to the large amount of redundant operations performed, such as the multiple alignments of every read in IMR, or the assembly of every read in reference-guided assemblers such as Seq-Cons or LOCAS.

Through re-executing SCED based on a large amount of historical operation data, system operators first classify the four different cases due to a targeted attack line error, which are illustrated in Sect.

Due to the large amount of devices and operations to be tested at DTP2, a product lifecycle management (PLM) system and a Manufacturing Hub are being put into operation.

However, the IKE scheme suffers from low efficiency due to its asymmetric-key cryptological operations over a large amount of data and high-density operations which are exactly the characteristics of scientific applications.

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Expert writing Tips

Best practice

When describing countable actions or processes, prefer "large number of operations" for grammatical correctness. For uncountable items like "data", "large amount of data" is appropriate.

Common error

Avoid using "amount" when referring to countable items like operations, tasks, or procedures. Use "number" instead. For example, say "a large number of operations" rather than "a large amount of operations."

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

3.8/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "large amount of operations" primarily functions as a noun phrase, acting as the subject or object in a sentence to denote a significant quantity of actions or procedures. As Ludwig indicates, while prevalent, it's often more grammatically sound to use "number" instead of "amount" in this context.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

25%

Wiki

15%

Less common in

Encyclopedias

0%

Formal & Business

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, while the phrase "large amount of operations" is used to indicate a significant quantity of tasks or procedures, it's important to consider grammatical correctness. Ludwig suggests using "large number of operations" as a more precise alternative when referring to countable actions. The phrase appears across various contexts, including science, news, and wiki sources, but adjusting the wording can enhance clarity and formality, especially in academic or professional settings. Remember to reserve "amount" for uncountable nouns, as highlighted by Ludwig's linguistic analysis.

FAQs

Is it grammatically correct to say "large amount of operations"?

While commonly used, "large amount of operations" isn't strictly correct. "Large number of operations" is grammatically preferred because "operations" are countable. Ludwig flags this, suggesting alternatives for better precision.

What's a more formal way to say "large amount of operations"?

For a more formal tone, consider using phrases like "significant number of operations" or "substantial volume of operations".

When is it appropriate to use "amount" instead of "number"?

"Amount" is appropriate for uncountable nouns, like data or effort. For example, you would say "a large amount of data" but "a large number of tasks".

What are some alternatives to "large amount of operations" in a computing context?

In computing, you could use "high number of processes" or "extensive series of tasks" depending on the specific meaning you want to convey.

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Most frequent sentences: