Free Data Science learning resources
Free Data Science learning resources. You can learn data science for nothing. This is a data science learning path. I will add to this list as I discover more content. ►Recommend YouTube Channel http://bit.ly/2LCdOy1 PYTHON BASICS Introduction to Python, The Scientific Libraries, Advanced Python Programming and the Pandas Section of Data and Empirics https://lectures.quantecon.org/py/ Chapters 1 – 4 in this book https://github.com/jakevdp/PythonData… Then this Pandas tutorial https://pandas.pydata.org/pandas-docs… Here are some excellent pandas code examples https://github.com/wesm/pydata-book MATHS LINEAR ALGEBRA Essence of Linear Algebra https://www.youtube.com/watch?v=fNk_z… Khan Academy https://www.khanacademy.org/math/line… https://betterexplained.com/articles/… Introduction to Methods of Applied Mathematics http://physics.bgu.ac.il/~gedalin/Tea… Mathematical Tools for Physics http://www.physics.miami.edu/~nearing… https://www.math.ubc.ca/~carrell/NB.pdf...