Neste repositório você encontrará recursos sobre Machine Learning como Blogs, posts interessantes, cursos, videos, podcasts e muito mais.
Se tiver alguma dica é só mandar o PR.
Getting Started with Machine Learning and Python - Hangout com Bruno Godoi Eilliar
Introduction to machine learning in Python with scikit-learn (video series)
| Name | Platform | Author |
|---|---|---|
| Aprendizado de Máquina - UFABC | Prof. Fabricio Olivetti | |
| Data Science: do Dado à Tomada de Decisão | Udemy | Hekima |
| Machine Learning | Data Science Academy |
| Name | Platform | Author |
|---|---|---|
| Stanford's Machine Learning Course | Coursera | Andrew Ng |
| Machine Learning Specialization - University of Washington | Coursera | Carlos Guestrin, Emily Fox |
| Data Science and Engineering with Apache Spark | EDX | Anthony D. Joseph, Ameet Talwalkar, Jon Bates |
| Machine Learning Course - CS 156 - Caltech | Youtube | Professor Yaser Abu-Mostafas |
| Machine Learning Engineer Nanodegree by Google | Udacity | Arpan Chakraborty, David Joyner, Sebastian Thrun, Vincent Vanhoucke, Katie Malone |
| Machine Learning: Unsupervised Learning - Georgia Tech | Udacity | Charles Isbell, Michael Littmanm, Pushkar Kolhe |
Alguns livros oferecem uma boa introdução a Machine Learning e conceitos de Data Science, são eles:
| Name | Author |
|---|---|
| Data Science from Scratch | Joel Grus |
| Mastering Machine Learning with scikit-learn | Gavin Hackeling |
| Python Machine Learning | Sebastian Raschka |
| Learning Spark | Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia |
| Advanced Analytics with Spark | Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills |
| Neural Networks and Deep Learning (disponível online) | Michael Nielsen |
| A Programmer's Guide to Data Mining (Ebook grátis on-line) | Ron Zacharski |