10 ML algorithms in 45 minutes | machine learning algorithms for data science | machine learning
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My name is Aman and I am a Data Scientist.
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Please find link for all algorithms in detail:
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Topics for the video:
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Book recommendation for Data Science:
Category 1 Must Read For Every Data Scientist:
The Elements of Statistical Learning by Trevor Hastie https://amzn.to/37wMo9H
Python Data Science Handbook https://amzn.to/31UCScm
Business Statistics By Ken Black https://amzn.to/2LObAA5
HandsOn Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron https://amzn.to/3gV8sO9
Ctaegory 2 Overall Data Science:
The Art of Data Science By Roger D. Peng https://amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel https://amzn.to/3nsQftV
Data Science for Business By Foster Provost https://amzn.to/3ajN8QZ
Category 3 Statistics and Mathematics:
Naked Statistics By Charles Wheelan https://amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce https://amzn.to/37wL9Y5
Category 4 Machine Learning:
Introduction to machine learning by Andreas C Muller https://amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov https://amzn.to/3pdqCxJ
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