Statistics and mathematics foundations are significantly important to learn data science effectively and APPLY in real-world use-cases to solve the problem at hand
Here are the TOP 11 resources/YT channels that will help you master math for Data Scienceπ
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Here are the TOP 11 resources/YT channels that will help you master math for Data Scienceπ
π§΅π
1) Statistics and probability by Khan academy
khanacademy.org
khanacademy.org
Going ahead, check out my latest article on RNN and word embeddings published by Analytics Vidhya - the world's leading community-based data science knowledge platform.
πClick the link below to learn moreπ
analyticsvidhya.com
πClick the link below to learn moreπ
analyticsvidhya.com
2) Statequest by Josh Starmer
youtube.com
youtube.com
3) Complete statistics by Krish Naik
youtube.com
youtube.com
4) Statistics by FreeCodeCamp
youtube.com
youtube.com
5) Essense of linear algebra by 3Blue1Brown
youtube.com
youtube.com
6) Algebra by Freecodecamp
youtube.com
youtube.com
7) Essence of Calculus by 3Blue1Brown
youtube.com
youtube.com
9) Mathematics for Machine learning by Edureka
youtube.com
youtube.com
10) Machine learning mastery guides for calculus and optimization
#optimization" target="_blank" rel="noopener" onclick="event.stopPropagation()">machinelearningmastery.com
#optimization" target="_blank" rel="noopener" onclick="event.stopPropagation()">machinelearningmastery.com
11) How to learn math by Tina Huang
youtube.com
youtube.com
Check out the medium blog for the full articleπ
And, Don't forget to 'Follow' and 'Subscribe' for more such blogs in data science and machine learning
@avikumart_/introduction-to-mathematics-and-statistics-for-data-science-and-machine-learning-2560403baf31" target="_blank" rel="noopener" onclick="event.stopPropagation()">medium.com
And, Don't forget to 'Follow' and 'Subscribe' for more such blogs in data science and machine learning
@avikumart_/introduction-to-mathematics-and-statistics-for-data-science-and-machine-learning-2560403baf31" target="_blank" rel="noopener" onclick="event.stopPropagation()">medium.com
End of this thread!π
If you've found it informative then do like, RT/QT first tweet, and comment what you think on thisπ¬
And Don't forget to follow me at @avikumart_ if you haven't for more such threads in data science and ML!π
If you've found it informative then do like, RT/QT first tweet, and comment what you think on thisπ¬
And Don't forget to follow me at @avikumart_ if you haven't for more such threads in data science and ML!π
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