Thursday, April 15, 2021
  • Setup menu at Appearance » Menus and assign menu to Top Bar Navigation
Advertisement
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
No Result
View All Result
Home Data Science

Statistics Used in Data Science (A Dictionary in One Picture)

May 25, 2020
in Data Science
Statistics Used in Data Science (A Dictionary in One Picture)
585
SHARES
3.3k
VIEWS
Share on FacebookShare on Twitter

Naming conventions are often quite different in statistics and data science, which causes quite a bit of confusion. Part of the problem with naming conventions is  that “…data science is the child of statistics and computer science” (Blei & Symth, 2017) . In essence, data science then is the child of two parents who speak different languages. In one sense, this makes the job of the data scientist not only to apply the knowledge from both “parents”, but to also act as a translator between the two, which is where a dictionary comes in handy.

Of, course, many terms are universal. For example,  regression analysis and Bayesian Inference mean the same thing no matter what field you’re working in. Others are completely different, like the Xi‘s in data: if you’re a statistician, those are covariates. A data scientist would call those features, a name borrowed from computer science.

You might also like

DSC Weekly Digest 12 April 2021

6 Limitations of Desktop System That QuickBooks Hosting Helps Overcome

Robust Artificial Intelligence of Document Attestation to Ensure Identity Theft

So, let’s clear up a few of the more common mismatches. The following picture is adapted from Larry Wasserman’s All of Statistics. His dictionary was an eye opener for me when I first started studying data science; Hopefully it will clear up some of those fuzzy definitions for you as well.

References

Blei, D. and Symth, P. “Science and Data Science,” Proceedings of the National Academies of Sciences, vol. 114, no. 33, June 2017, pp. 8689-8692.

Wasserman, L. (2004). All of Statistics: A Concise Course in Statistical Inference. Springer.


Credit: Data Science Central By: Stephanie Glen

Previous Post

COVID-19 Vaccine Contenders Race Against the Clock, and Each Other

Next Post

AFP has issued the United States with 98 telco data requests since 2014

Related Posts

DSC Weekly Digest 01 March 2021
Data Science

DSC Weekly Digest 12 April 2021

April 14, 2021
6 Limitations of Desktop System That QuickBooks Hosting Helps Overcome
Data Science

6 Limitations of Desktop System That QuickBooks Hosting Helps Overcome

April 13, 2021
Robust Artificial Intelligence of Document Attestation to Ensure Identity Theft
Data Science

Robust Artificial Intelligence of Document Attestation to Ensure Identity Theft

April 13, 2021
Trends in custom software development in 2021
Data Science

Trends in custom software development in 2021

April 13, 2021
Epoch and Map of the Energy Transition through the Consensus Validator
Data Science

Epoch and Map of the Energy Transition through the Consensus Validator

April 13, 2021
Next Post
AFP has issued the United States with 98 telco data requests since 2014

AFP has issued the United States with 98 telco data requests since 2014

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Recommended

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

January 6, 2019
Microsoft, Google Use Artificial Intelligence to Fight Hackers

Microsoft, Google Use Artificial Intelligence to Fight Hackers

January 6, 2019

Categories

  • Artificial Intelligence
  • Big Data
  • Blockchain
  • Crypto News
  • Data Science
  • Digital Marketing
  • Internet Privacy
  • Internet Security
  • Learn to Code
  • Machine Learning
  • Marketing Technology
  • Neural Networks
  • Technology Companies

Don't miss it

100+ critical IT policies every company needs, ready for download
Internet Security

100+ critical IT policies every company needs, ready for download

April 15, 2021
NSA Discovers New Vulnerabilities Affecting Microsoft Exchange Servers
Internet Privacy

NSA Discovers New Vulnerabilities Affecting Microsoft Exchange Servers

April 15, 2021
AI.Reverie names Aayush Prakash as Head of Machine Learning
Machine Learning

AI.Reverie names Aayush Prakash as Head of Machine Learning

April 15, 2021
Why Corporate AI Projects Fail? Part 2/4 | by Sundeep Teki, PhD | Apr, 2021
Neural Networks

Why Corporate AI Projects Fail? Part 2/4 | by Sundeep Teki, PhD | Apr, 2021

April 15, 2021
How to Analyze Influencer Campaign Performance
Marketing Technology

How to Analyze Influencer Campaign Performance

April 15, 2021
Six courses to build your technology skills in 2021 – IBM Developer
Technology Companies

How AI helps Overwatch League process 410M data points to build power rankings – IBM Developer

April 15, 2021
NikolaNews

NikolaNews.com is an online News Portal which aims to share news about blockchain, AI, Big Data, and Data Privacy and more!

What’s New Here?

  • 100+ critical IT policies every company needs, ready for download April 15, 2021
  • NSA Discovers New Vulnerabilities Affecting Microsoft Exchange Servers April 15, 2021
  • AI.Reverie names Aayush Prakash as Head of Machine Learning April 15, 2021
  • Why Corporate AI Projects Fail? Part 2/4 | by Sundeep Teki, PhD | Apr, 2021 April 15, 2021

Subscribe to get more!

© 2019 NikolaNews.com - Global Tech Updates

No Result
View All Result
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News

© 2019 NikolaNews.com - Global Tech Updates