lababidi/mlnn_personal

mlnn

Machine Learning and Neural Networks Portfolio

Course Instructors

• Mahmoud Lababidi (mlab@jhu.edu | Twitter | LinkedIn | Github)

Textbooks

Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

Ian Goodfellow, Yoshua Bengio, Aaron Courville

Recommended Textbooks

Joel Grus, SWE Google (Twitter | LinkedIn | Github)	Wes McKinney, Creator of Pandas (Twitter | LinkedIn | Github)
Trevor Hastie, Robert Tibshirani, Jerome Friedman

Python Learning Resources

• Code Academy
• Think Python 2
• Learn Python the Hard Way

Useful Links

• Interesting Python notebooks
• Numerics in Python Notebooks
• Pandas Tutorial Notebook
• Accompanying Pandas Tutorial Video
• Free Calculus Book from MIT
• Hadley Wickman's Advice on being a Data Scientist