computational background

USAGE SUMMARY

The phrase "computational background" is correct and usable in written English.
You can use it when referring to someone's knowledge of using computers or technology, or to a type of academic study focused on using computers or technology. For example, "He has a strong computational background, which he developed while studying computer science in college."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

20 human-written examples

People in the field hope that as more people learn about the demand for computer scientists with high-performance computing skills, and scientists with a computational background, interest among students will grow.

Science Magazine

No computational background is required.

University of California, Berkeley

No computational background is required; the Python programming language will be used during instruction.

University of California, Berkeley

The computational background is described with automatic, real-time future applications in mind.

Combustion and Flame

As such, the text may also serve to introduce Neuroscience to readers with a mathematical and/or computational background.

Mathematics for Neuroscientists

A researcher with a limited computational background may lack sufficient contextual knowledge to weigh the advantages of adopting a new tool, which promises specific gains, against discarding an existing tool with proven capability.

Nature

Human-verified similar examples from authoritative sources

Similar Expressions

40 human-written examples

Students with biological and computational backgrounds are encouraged to work together.

Stanford University

MorphographX should be described in sufficient detail to be used by developmental biologists without extensive computational backgrounds.

eLife

The program states that its "problem-based learning exercises enable students from different experimental and computational backgrounds to design experiments and interpret data quantitatively".

CPT: Pharmacometrics and Systems Pharmacology

Compared to previous approaches[ 24, 46- 48], KAR benefits from producing scores and p-values that can be easily interpreted by biologists without computational backgrounds, incorporation of transcriptomics data, increased accessibility (MATLAB and python functions available at http://tanlab.ucdenver.edu/KAR), and does not require preliminary optimization of the drug screening list.

BMC Genomics

Yuan's computational physics background informed the data-focused approach they're taking with Proven.

TechCrunch

Expert writing Tips

Best practice

When describing someone's qualifications, specify the depth and breadth of their "computational background" by mentioning specific languages, tools, or areas of expertise.

Common error

Avoid using "computational background" as a generic term. Instead, provide context by specifying the relevant programming languages, software, or analytical methods.

Linguistic Context

The phrase "computational background" functions as a noun phrase that describes an individual's or a field's experience, knowledge, and skills related to computation, programming, and data analysis. Ludwig examples illustrate its use in academic and scientific contexts.

Expression frequency: Common

Frequent in

Science

45%

Academia

40%

News & Media

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "computational background" is a noun phrase referring to one's expertise in computing, commonly used in scientific, academic, and professional fields. According to Ludwig AI, the phrase is grammatically correct and suitable for use in English writing. It is important to specify the details of one's expertise to avoid overgeneralization. Common contexts include describing academic qualifications or necessary skills for research. Related phrases include "technical computing skills" and "computer science expertise". Given its frequency in authoritative sources, "computational background" is a valuable term for describing competence in computation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

technical computing skills

Emphasizes the technical skills related to computing.

computer science expertise

Highlights expertise specifically within computer science.

programming knowledge

Focuses on knowledge related to programming.

data analysis skills

Emphasizes skills in analyzing data using computational tools.

digital literacy

Refers to the broader ability to use digital technologies.

numerical computation skills

Focuses on numerical methods and computation.

algorithmic proficiency

Highlights a skill in creating and understanding algorithms.

quantitative analysis skills

Highlights analytical skills using quantitative methods.

computer-aided design skills

Focuses on the ability to use computers for design purposes.

informatics training

Specifically refers to training in the field of informatics.

FAQs

How do I describe the depth of someone's "computational background"?

Specify relevant programming languages (e.g., Python, R, Java), software proficiencies (e.g., SAS, SPSS, Tableau), or analytical methods (e.g., statistical modeling, machine learning).

What are some fields where a strong "computational background" is particularly valuable?

Fields like data science, bioinformatics, computational biology, finance, and engineering increasingly rely on individuals with strong /s/computational+skills.

Which is more appropriate, "computational background" or "technical background"?

"Computational background" is more specific, referring to expertise in computation and programming. "Technical background" is broader, encompassing various technical skills beyond computation. It depends on context.

What skills are typically included in a "computational background"?

Skills like programming, data analysis, algorithm design, statistical modeling, and machine learning are commonly associated with a /s/strong+computational+foundation.