Notebooks

Dia 1

• Intro
• Collections and sequences

Dia 2

• Numpy
• Pandas
• Pandas snippets
• Classes (OOP)

Unsupervised Learning

Exercises

• Intro exercises
• Collections exercises
• Numpy

Resources and bibliography:

Data science with python

• Hands on Machine Learning with Scikit-Learn and Tensorflow Practical book about machine learning and deep learning with tensorflow.
• Python Data Science Handbook Great book that covers near all the data science python tools
• Machine Learning With Python Cookbook. Book that covers from preprocessing to deep learning (sorry for the amazon link).

Python (advanced)

• Fluen Python Good book about how to master and write better python
• Pytudes Peter Norvig's amazing notebooks

DataViz

• PyViz. Set of python tools to visualize data with examples and installation tutorial
• Python Graph Gallery. Amazing gallery with nearly all kinds of plots with example code (also in R).