E-Learning

Mathematics


Physics


Mathematics and Physics Websites-Based


Islam


Python, Machine Learning, Deep Learning

Basic Python Programming

https://www.w3schools.com/python/default.asp 


Numpy (Array)

https://www.w3schools.com/python/numpy/default.asp 


Pandas (Table)

https://www.w3schools.com/python/pandas/default.asp 


Matplotlib (Plot figures)

https://www.w3schools.com/python/matplotlib_intro.asp 


Machine Learning Regression and Classification (Short explanation and examples are provided)

https://scikit-learn.org/stable/supervised_learning.html#supervised-learning 


Machine Learning Clustering (Short explanation and examples are provided)

https://scikit-learn.org/stable/modules/clustering.html#clustering 


Other library:

Scipy (Provide functions (optimization, root finding, etc) similar to Matlab)

https://docs.scipy.org/doc/scipy/tutorial/index.html#user-guide 


Tensorflow (Deep Learning)

Basic: https://www.tensorflow.org/tutorials 

Next level: https://www.tensorflow.org/guide 


Machine Learning

https://engineering.purdue.edu/ChanGroup/ECE595/