Essential Math Skills Every Data Scientist Must Know | Shivani | GeeksforGeeks ๐
Discover why basic mathematics is crucial for data science success. Shivani explains the key concepts you need to get started without advanced math knowledge.

GeeksforGeeks
80.8K views โข Mar 21, 2021

About this video
In this video we will discuss the Need of Mathematics for Data Science. First thing first, you donโt need a very in-depth knowledge of mathematics as a beginner. Still, knowing how the math goes on under the hood is quite necessary!
For the data science beginners, most of the doubts related to Maths are -
How much maths I need to know for Data Science, Is math necessary for Data Science, Should I go for Data Science, if Iโm not very Good with Mathematics?
By the end of this video, you'll have the answers to all these questions!
00:00 Introduction
00:48 Mathematics is Essential
01:50 a) Basic Maths for Data Science
02:20 b) Statistics & Probability
03:44 c) Linear Algebra
04:54 d) Calculus
06:11 e) Discrete Mathematics
07:02 Closing Notes
Inspired to learn? Start Now - https://practice.geeksforgeeks.org/courses/cp-maths
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Also, check out -
Complete Machine Learning & Data Science Tutorial - https://www.geeksforgeeks.org/machine-learning/
Skill Required For Data Science - https://www.geeksforgeeks.org/introduction-data-science-skills-required/
Complete Roadmap to Data Science - https://www.geeksforgeeks.org/how-to-become-data-scientist-a-complete-roadmap/
Our courses :
https://practice.geeksforgeeks.org/courses/
This video is contributed by Shivani Singh.
LinkedIn profile of the contributor - https://www.linkedin.com/in/shivani-singh2019/
Please Like, Comment and Share the Video among your friends.
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#datascience #machinelearning #mathfordatascience #datascientist #python #ml #learndatascience #mathematicsformachinelearning
For the data science beginners, most of the doubts related to Maths are -
How much maths I need to know for Data Science, Is math necessary for Data Science, Should I go for Data Science, if Iโm not very Good with Mathematics?
By the end of this video, you'll have the answers to all these questions!
00:00 Introduction
00:48 Mathematics is Essential
01:50 a) Basic Maths for Data Science
02:20 b) Statistics & Probability
03:44 c) Linear Algebra
04:54 d) Calculus
06:11 e) Discrete Mathematics
07:02 Closing Notes
Inspired to learn? Start Now - https://practice.geeksforgeeks.org/courses/cp-maths
WISH TO CONTRIBUTE VIDEOS ON GEEKSFORGEEKS ? Please submit this Google Form -
https://docs.google.com/forms/d/e/1FAIpQLScSVFlE-stz69M_l46xcwZlVRzDxT_91dlc-px5ytr7QHYmkQ/viewform
Also, check out -
Complete Machine Learning & Data Science Tutorial - https://www.geeksforgeeks.org/machine-learning/
Skill Required For Data Science - https://www.geeksforgeeks.org/introduction-data-science-skills-required/
Complete Roadmap to Data Science - https://www.geeksforgeeks.org/how-to-become-data-scientist-a-complete-roadmap/
Our courses :
https://practice.geeksforgeeks.org/courses/
This video is contributed by Shivani Singh.
LinkedIn profile of the contributor - https://www.linkedin.com/in/shivani-singh2019/
Please Like, Comment and Share the Video among your friends.
Install our Android App:
https://play.google.com/store/apps/details?id=free.programming.programming&hl=en
If you wish, translate into the local language and help us reach millions of other geeks:
http://www.youtube.com/timedtext_cs_panel?c=UC0RhatS1pyxInC00YKjjBqQ&tab=2
Follow us on our Social Media Handles -
Twitter- https://twitter.com/geeksforgeeks
LinkedIn- https://www.linkedin.com/company/geeksforgeeks
Facebook- https://www.facebook.com/geeksforgeeks.org
Instagram- https://www.instagram.com/geeks_for_geeks/?hl=en
Reddit- https://www.reddit.com/user/geeksforgeeks
Telegram- https://t.me/s/geeksforgeeks_official
Also, Subscribe if you haven't already! :)
#datascience #machinelearning #mathfordatascience #datascientist #python #ml #learndatascience #mathematicsformachinelearning
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Video Information
Views
80.8K
Likes
2.1K
Duration
7:56
Published
Mar 21, 2021
User Reviews
4.7
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