In this series, I will try to teach the basic knowledge in Calculus, Linear Algebra, Advanced statistics and etc. by using python, which are required courses in UIC.

Saha, A. (2015). Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!. No Starch Press. Removing the need for tedious arithmetic and accounting from problem ...

Taken together, these result make the case for language skills being an integral aspect of learning programming (or at least of learning Python), while math skills weren't very predictive of how well ...

Ask the publishers to restore access to 500,000+ books. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive headquarters building ...

Many people think that programming requires advanced math skills, but that's not always the case. Programming is more about logic, problem-solving, and creativity than calculus or algebra.

Python interpreters will reject programs that don’t use ... An an example, you can speed up math and statistics operations dramatically by using libraries such as NumPy and Pandas.

Our data science expert continues his exploration of neural network programming, explaining how regularization addresses the problem of model overfitting, caused by network overtraining. Neural ...