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adicionado curso python machine learning #20

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77 changes: 42 additions & 35 deletions README.md
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# Recursos sobre Machine Learning [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

Neste repositório você encontrará recursos sobre Machine Learning como Blogs, posts interessantes, cursos, videos, podcasts e muito mais.
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.

## Conteúdo
<!--
## Conteúdo

<!--
generated by readme-toc
npm i -g readme-toc
to generate just run `toc`
-->

<!-- toc -->
* [Grupos](#grupos)
* [Por onde começar?](#por-onde-começar)
* [Blogs](#blogs)
* [Podcasts](#podcasts)
* [Vídeos](#vídeos)
* [Cursos](#cursos)
* [Livros](#livros)

- [Grupos](#grupos)
- [Por onde começar?](#por-onde-começar)
- [Blogs](#blogs)
- [Podcasts](#podcasts)
- [Vídeos](#vídeos)
- [Cursos](#cursos)
- [Livros](#livros)

<!-- toc stop -->

Expand Down Expand Up @@ -79,6 +82,7 @@ Se tiver alguma dica é só mandar o PR.
- [Talking Machines](http://www.thetalkingmachines.com)

## Projetos para contribuir e acompanhar

- [Serenata de Amor](http://serenata.datasciencebr.com/)

## Vídeos
Expand All @@ -93,37 +97,40 @@ Se tiver alguma dica é só mandar o PR.

- [Machine Learning Porto Alegre](https://www.youtube.com/channel/UCEUKz0QpGkk7sFlFG5V7w_A)


- [MELHOR FORMA DE APRENDER PYTHON (Google Colab Notebook)](https://www.youtube.com/watch?v=Gojqw9BQ5qY)

## Cursos

### PT-BR
| Name | Platform | Author |
| :--- | :---: | :---: |
| [Aprendizado de Máquina - UFABC](https://sites.google.com/site/fabricioolivetti/courses/aprendizado-de-maquina)||`Prof. Fabricio Olivetti`|
| [Data Science: do Dado à Tomada de Decisão](https://www.udemy.com/data-science-para-desenvolvedor-do-dado-a-tomada-de-decisao/)|[Udemy](https://www.udemy.com)|`Hekima`|
| [Machine Learning](http://www.datascienceacademy.com.br/pages/curso-machine-learning/)|[Data Science Academy](http://www.datascienceacademy.com.br/)||

| Name | Platform | Author |
| :------------------------------------------------------------------------------------------------------------------------------ | :-----------------------------------------------------------: | :-----------------------: |
| [Aprendizado de Máquina - UFABC](https://sites.google.com/site/fabricioolivetti/courses/aprendizado-de-maquina) | | `Prof. Fabricio Olivetti` |
| [Data Science: do Dado à Tomada de Decisão](https://www.udemy.com/data-science-para-desenvolvedor-do-dado-a-tomada-de-decisao/) | [Udemy](https://www.udemy.com) | `Hekima` |
| [Machine Learning](http://www.datascienceacademy.com.br/pages/curso-machine-learning/) | [Data Science Academy](http://www.datascienceacademy.com.br/) | |

### EN
| Name | Platform | Author |
| :--- | :---: | :---: |
| [Stanford's Machine Learning Course](https://www.coursera.org/learn/machine-learning)|[Coursera](https://www.coursera.org/)|`Andrew Ng`|
| [Machine Learning Specialization - University of Washington](https://www.coursera.org/specializations/machine-learning)|[Coursera](https://www.coursera.org/)|`Carlos Guestrin, Emily Fox`|
| [Data Science and Engineering with Apache Spark](https://www.edx.org/xseries/data-science-engineering-apache-spark)|[EDX](https://www.edx.org)|`Anthony D. Joseph, Ameet Talwalkar, Jon Bates`|
| [Machine Learning Course - CS 156 - Caltech](https://www.youtube.com/playlist?list=PLD63A284B7615313A)|[Youtube](https://www.youtube.com)|`Professor Yaser Abu-Mostafas`|
| [Machine Learning Engineer Nanodegree by Google](https://www.udacity.com/course/machine-learning-engineer-nanodegree-by-google--nd009)|[Udacity](https://www.udacity.com/)|`Arpan Chakraborty, David Joyner, Sebastian Thrun, Vincent Vanhoucke, Katie Malone`|
| [Machine Learning: Unsupervised Learning - Georgia Tech](https://br.udacity.com/course/machine-learning-unsupervised-learning--ud741/)|[Udacity](https://www.udacity.com/)|`Charles Isbell, Michael Littmanm, Pushkar Kolhe`|

| Name | Platform | Author |
| :------------------------------------------------------------------------------------------------------------------------------------- | :-----------------------------------: | :---------------------------------------------------------------------------------: |
| [Stanford's Machine Learning Course](https://www.coursera.org/learn/machine-learning) | [Coursera](https://www.coursera.org/) | `Andrew Ng` |
| [Machine Learning Specialization - University of Washington](https://www.coursera.org/specializations/machine-learning) | [Coursera](https://www.coursera.org/) | `Carlos Guestrin, Emily Fox` |
| [Data Science and Engineering with Apache Spark](https://www.edx.org/xseries/data-science-engineering-apache-spark) | [EDX](https://www.edx.org) | `Anthony D. Joseph, Ameet Talwalkar, Jon Bates` |
| [Machine Learning Course - CS 156 - Caltech](https://www.youtube.com/playlist?list=PLD63A284B7615313A) | [Youtube](https://www.youtube.com) | `Professor Yaser Abu-Mostafas` |
| [Machine Learning Engineer Nanodegree by Google](https://www.udacity.com/course/machine-learning-engineer-nanodegree-by-google--nd009) | [Udacity](https://www.udacity.com/) | `Arpan Chakraborty, David Joyner, Sebastian Thrun, Vincent Vanhoucke, Katie Malone` |
| [Machine Learning: Unsupervised Learning - Georgia Tech](https://br.udacity.com/course/machine-learning-unsupervised-learning--ud741/) | [Udacity](https://www.udacity.com/) | `Charles Isbell, Michael Littmanm, Pushkar Kolhe` |

## Livros

Alguns livros oferecem uma boa introdução a Machine Learning e conceitos de Data Science, são eles:

| Name | Author |
| :--- | :---: |
| [Data Science from Scratch](http://shop.oreilly.com/product/0636920033400.do) | `Joel Grus` |
| [Mastering Machine Learning with scikit-learn](https://www.packtpub.com/big-data-and-business-intelligence/mastering-machine-learning-scikit-learn) | `Gavin Hackeling` |
| [Python Machine Learning](https://www.packtpub.com/big-data-and-business-intelligence/python-machine-learning) | `Sebastian Raschka` |
| [Learning Spark](http://shop.oreilly.com/product/0636920028512.do) | `Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia` |
| [Advanced Analytics with Spark](http://shop.oreilly.com/product/0636920035091.do?green=29054618-1EA1-52FA-9959-B510183F05DE&intcmp=af-mybuy-0636920035091.IP) | `Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills` |
| [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com/) (disponível online) | `Michael Nielsen` |
| [A Programmer's Guide to Data Mining](http://guidetodatamining.com/) (Ebook grátis on-line)| `Ron Zacharski` |
Alguns livros oferecem uma boa introdução a Machine Learning e conceitos de Data
Science, são eles:

| Name | Author |
| :------------------------------------------------------------------------------------------------------------------------------------------------------------ | :------------------------------------------------------------: |
| [Data Science from Scratch](http://shop.oreilly.com/product/0636920033400.do) | `Joel Grus` |
| [Mastering Machine Learning with scikit-learn](https://www.packtpub.com/big-data-and-business-intelligence/mastering-machine-learning-scikit-learn) | `Gavin Hackeling` |
| [Python Machine Learning](https://www.packtpub.com/big-data-and-business-intelligence/python-machine-learning) | `Sebastian Raschka` |
| [Learning Spark](http://shop.oreilly.com/product/0636920028512.do) | `Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia` |
| [Advanced Analytics with Spark](http://shop.oreilly.com/product/0636920035091.do?green=29054618-1EA1-52FA-9959-B510183F05DE&intcmp=af-mybuy-0636920035091.IP) | `Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills` |
| [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com/) (disponível online) | `Michael Nielsen` |
| [A Programmer's Guide to Data Mining](http://guidetodatamining.com/) (Ebook grátis on-line) | `Ron Zacharski` |
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