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Repository containing slides and material for the "Big Data II" lecture at AIMS Senegal.

Jupyter Notebook 100.00%

bigdata_aims_senegal_ii's Introduction

Author : Pierre-Yves Lablanche
email : [email protected]

!!! VERY IMPORTANT !!!
This is the first serie of lecture I gave on Machine Learning and it is not perfect.
Feel free to comment and criticize such that I can improve it!
Thank you!


In the present folder you can find slides, ipython notebooks and other resource materials introduced during the "Big Data II" lecture given at AIMS Senegal in January 2016.

The course is strongly inspired by the following books and websites :

- http://scikit-learn.org/stable/index.html
- http://www.astroml.org/sklearn_tutorial/
- "Bayesian Reasoning and Machine Learning" by D. Barber
- "Introduction to Machine Learning - 2nd Edition" by E. Alpaydin
- "Introduction to Machine Learning" by A. Smola and S.V.N Vishwanathan

Youtube Playlist for MIT lectures :
https://www.youtube.com/watch?v=TjZBTDzGeGg&index=2&list=PLnvKubj2-I2LhIibS8TOGC42xsD3-liux

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