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.
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Getting Started with Machine Learning and Python - Hangout com Bruno Godoi Eilliar
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Introduction to machine learning in Python with scikit-learn (video series)
Name | Platform | Author |
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Aprendizado de Máquina - UFABC | Prof. Fabricio Olivetti |
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Data Science: do Dado à Tomada de Decisão | Udemy | Hekima |
Machine Learning | Data Science Academy |
Name | Platform | Author |
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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 |
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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 |