diff --git a/README.md b/README.md index cf50f41..c6d56c2 100644 --- a/README.md +++ b/README.md @@ -1,24 +1,27 @@ # 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 - - * [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) @@ -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 @@ -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` | diff --git a/recursos b/recursos new file mode 160000 index 0000000..b654e76 --- /dev/null +++ b/recursos @@ -0,0 +1 @@ +Subproject commit b654e76f7cb3ab9e146870960c31ebe9d8ac47ef