Everything Data Science

In this video I will give you the resources you need to learn data science from zero knowledge. We will discuss several programming books and math books that are perfect for beginners who want to acquire the skills to become a data scientist. In particular we will look at books on R, Python, Calculus, Linear Algebra, and Statistics. Several more advanced books are also presented in this video. Do you have any other book recommendations for learning Data Science? If so, please leave a comment below.

Programming Books
The Art of R Programming https://amzn.to/3GqxS59
Larning Python https://amzn.to/3EGRGjd
Python Crash Course https://amzn.to/3tDlR4z
Doing Math With Python https://amzn.to/3TGdAra

Calculus Books
Calculus by Stewart https://amzn.to/3V3rCnQ
Calculus by Larson https://amzn.to/3XgjHp1
Calculus Early Transcendentals by Briggs https://amzn.to/3V1qfGa
Vector Calculus https://amzn.to/3UEUhjj

Linear Algebra Books
Elementary Linear Algebra by Anton https://amzn.to/3tDbrBQ
Elementary Linear Algebra by Larson https://amzn.to/3GsjtoW
Introduction to Linear Algebra by Strang https://amzn.to/3TMHU3v
Linear Algebra by Wilde https://amzn.to/3THlmkt
Elementary Linear Algebra by Grossman https://amzn.to/3hSLAn5
Schaum's Outline of Linear Algebra https://amzn.to/3TMzwAQ
Linear Algebra Theory and Applications by Cheney and Kincaid https://amzn.to/3gcRfnA
Linear Algebra by Friedber, Insel, and Spence https://amzn.to/3V1s6L8

Statistics Books for Beginners
Understanding Statistics by Mendenhall https://amzn.to/3EJ2SMu
Probability and Statistics for Engineers and Scientists by Ross https://amzn.to/3XekCqc
Statistics by McClave https://amzn.to/3GskLjM or https://amzn.to/3UTLoCM
Schaum's Outline of Probability and Statistics https://amzn.to/3XeJTQO

Mathematical Statistics Books
Mathematical Statistics with Applications by Wackerly, et al. https://amzn.to/3EaX5xq
John Freund's Mathematical Statistics with Applications https://amzn.to/3UX0bvY

Advanced/Specialty Statistics Books
The Statistical Analysis of Experimental Data https://amzn.to/3ANaaMT
Design and Analysis of Experiments https://amzn.to/3TGiCE4
Applied Regression Analysis https://amzn.to/3ElFCT0
Methods of Multivariate Analysis https://amzn.to/3UN4QRs
Nonparametric Statistical Methods https://amzn.to/3OiArrz
Applied Linear Statistical Models https://amzn.to/3EHpIE5
Introduction to Linear Regression Analysis https://amzn.to/3UX1Vp0
Probability and Statistical Inference https://amzn.to/3Oon5Kz
Statistical Methods https://amzn.to/3EGxaPK
Applied Multivariate Statistical Analysis https://amzn.to/3tDrOhV

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