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15 changes: 9 additions & 6 deletions topicos/aprendizado-de-maquina.md
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- [Data Science and Machine Learning with Python - Hands On!](https://www.udemy.com/data-science-and-machine-learning-with-python-hands-on/)
- [Python for Data Science and Machine Learning Bootcamp](https://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp/)
- [Data Science and Machine Learning Bootcamp with R](https://www.udemy.com/data-science-and-machine-learning-bootcamp-with-r/)
- [Introdução ao Aprendizado de Máquina](https://br.udacity.com/course/intro-to-machine-learning--ud120/)
- [Introdução ao Aprendizado de Máquina](https://br.udacity.com/course/intro-to-machine-learning--ud120/) | [**pt-br**]
- [Curso no Coursera de Machine Learning ministrado pelo Andrew NG](https://pt.coursera.org/learn/machine-learning)
- [A Course in Machine Learning](http://ciml.info/)
- [Curso Machine Learning gratuito UFPR](http://cursos.leg.ufpr.br/ML4all/1parte/)
- [Curso Machine Learning gratuito UFPR](http://cursos.leg.ufpr.br/ML4all/1parte/) | [**pt-br**]


## Datasets
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## Grupos

- [Machine & Deep Learning Brasil - Facebook](https://www.facebook.com/groups/machinedeeplearningbrasil/)
- [Machine Learning & Data Science no Garoa - Telegram](https://t.me/dsmlbr)
- [School of AI Capítulo SP - Facebook] (https://www.facebook.com/groups/spschoolofai/)
- [Machine & Deep Learning Brasil - Facebook](https://www.facebook.com/groups/machinedeeplearningbrasil/) | [**pt-br**]

- [Machine Learning & Data Science no Garoa - Telegram](https://t.me/dsmlbr) | [**pt-br**]

- [School of AI Capítulo SP - Facebook](https://www.facebook.com/groups/spschoolofai/) | [**pt-br**]


## Projetos

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### Gerais

- [Ten Things Everyone Should Know About Machine Learning](https://www.forbes.com/sites/quora/2017/09/06/ten-things-everyone-should-know-about-machine-learning/#1f1ae48a4e9e)
- [Introdução Visual ao aprendizado de máquina](http://www.r2d3.us/uma-introducao-visual-ao-aprendizado-de-maquina-1/) [**pt-br**]
- [Introdução Visual ao aprendizado de máquina](http://www.r2d3.us/uma-introducao-visual-ao-aprendizado-de-maquina-1/) | [**pt-br**]
- [Complete Guide to Parameter Tuning in XGBoost (with codes in Python)](https://www.analyticsvidhya.com/blog/2016/03/complete-guide-parameter-tuning-xgboost-with-codes-python/)
- [I thought I was ready to start coding Neural Networks. Boy, was I wrong.](https://www.linkedin.com/pulse/i-thought-ready-start-coding-neural-networks-boy-wrong-tim-g%C3%BClke/?trackingId=U8FeIMV3JkhPqefE8iU2gQ%3D%3D&lipi=urn%3Ali%3Apage%3Ad_flagship3_feed%3BUD4Qv5VUShmFJpTbtzvOfA%3D%3D&licu=urn%3Ali%3Acontrol%3Ad_flagship3_feed-object)
- [Machine Learning Glossary](https://developers.google.com/machine-learning/glossary/)
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- [DataCamp](https://www.datacamp.com/community/blog)
- [Dataquest](https://www.dataquest.io/blog)
- [OpenAI](https://blog.openai.com/)
- [Big Data Business](http://www.bigdatabusiness.com.br) [**pt-br**]
- [Hekima](http://developers.hekima.com) [**pt-br**]
- [Big Data Business](http://www.bigdatabusiness.com.br) | [**pt-br**]
- [Hekima](http://developers.hekima.com) | [**pt-br**]
- [DeepGraph](http://deepgraph.io/blog/)


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## Vídeos
- [How to Become a Data Scientist in 2017?](https://youtu.be/ccCblUZFM0w)
- [How to become a Data Scientist in 6 months a hacker’s approach...](https://www.youtube.com/watch?v=rIofV14c0tc)
- [As novas profissões do mundo de dados](https://www.youtube.com/watch?v=DYSYHiNh9LE)
- [Desafios de Big Data no Brasil](https://www.youtube.com/watch?v=oPgvUllQFPc)
- [As novas profissões do mundo de dados](https://www.youtube.com/watch?v=DYSYHiNh9LE) | [**pt-br**]
- [Desafios de Big Data no Brasil](https://www.youtube.com/watch?v=oPgvUllQFPc)| [**pt-br**]


## Matérias
- [Data Scientist - The Sexiest job of the 21st century](https://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century)
- [Primeiros passos com Data Science](http://www.lerrua.com/blog/2016/03/08/primeiros-passos-com-data-science/) - [en](http://www.lerrua.com/blog/2016/03/17/getting-started-with-data-science/)
- [Primeiros passos com Data Science](http://www.lerrua.com/blog/2016/03/08/primeiros-passos-com-data-science/) | [**pt-br**] - [en](http://www.lerrua.com/blog/2016/03/17/getting-started-with-data-science/)

## Sugestões

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| Nome | Cidade | Tipo |
| :---: | :---: | :---: |
|[Análise Estratégica e Ciência de Dados](http://www.unisul.br/wps/portal/home/ensino/especializacao-e-mba/analise-estrategica-e-ciencia-de-dados-florianopolis/) | Florianópolis | Pós-Graduação |
|[Engenharia e Ciência de Dados](http://www.unisul.br/wps/portal/home/ensino/especializacao-e-mba/engenharia-e-ciencia-de-dados-florianopolis/?unidade=28) | Florianópolis | Pós-Graduação |
|[Análise Estratégica e Ciência de Dados](http://www.unisul.br/wps/portal/home/ensino/especializacao-e-mba/analise-estrategica-e-ciencia-de-dados-florianopolis/) | Florianópolis | Pós-Graduação | [**pt-br**]
|[Engenharia e Ciência de Dados](http://www.unisul.br/wps/portal/home/ensino/especializacao-e-mba/engenharia-e-ciencia-de-dados-florianopolis/?unidade=28) | Florianópolis | Pós-Graduação | [**pt-br**]



## Online

### Outras plataformas

- [Programa profissional da Microsoft para trilha de ciência de dados](https://academy.microsoft.com/en-us/tracks/data-science/)

- [Programa profissional da Microsoft para trilha de big data](https://academy.microsoft.com/en-us/tracks/big-data/)
- [Programa profissional da Microsoft para trilha de inteligência artificial](https://academy.microsoft.com/en-us/tracks/artificial-intelligence/)
- [Statistical Learning ministrada por professores da Stanford University](https://lagunita.stanford.edu/courses/HumanitiesSciences/StatLearning/Winter2016/about)
Expand All @@ -39,8 +41,10 @@ Cursos oferecidos pela plataforma [edx.org](https://www.edx.org/).
- [Introduction to Computational Thinking and Data Science](https://www.edx.org/course/introduction-computational-thinking-data-mitx-6-00-2x-6)(Massachusetts Institute of Technology)
- [Introduction to Computer Science and Programming Using Python](https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-11)(Massachusetts Institute of Technology)

### DataScience Academy
### DataScience Academy | [**pt-br**]

- [Introdução à Ciência de Dados](https://www.datascienceacademy.com.br/course?courseid=introduo--cincia-de-dados)

- [Big Data Fundamentos](https://www.datascienceacademy.com.br/public-course?courseid=big-data-fundamentos)
- [Python Fundamentos para Análise de Dados](https://www.datascienceacademy.com.br/public-course?courseid=python-fundamentos)
- [R Fundamentos para Análise de Dados](https://www.datascienceacademy.com.br/public-course?courseid=r---fundamentos-para-anlise-de-dados)
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### Udacity
- [Fundamentos de Data Science I](https://br.udacity.com/course/fundamentos-data-science-i-python--nd110/) [**pt-br**]
- [Introdução à Análise de Dados](https://br.udacity.com/course/intro-to-data-analysis--ud170/)
- [Introdução à Análise de Dados](https://br.udacity.com/course/intro-to-data-analysis--ud170/) | [**pt-br**]
- [Fundamentos da Programação com Python](https://br.udacity.com/course/programming-foundations-with-python--ud036/)
- [Introdução à Ciência de Dados](https://br.udacity.com/course/intro-to-data-science--ud359/)
- [Intro to Relational Databases](https://br.udacity.com/course/intro-to-relational-databases--ud197/)
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- [Deep Learning: A Practioner's Approach - Josh Patterson e Adam Gibson](https://www.amazon.com.br/Deep-Learning-Practitioners-Josh-Patterson-ebook/dp/B074D5YF1D?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&keywords=deep+learning&qid=1538425300&s=STRING%28br-books-storename%29&sr=1-4&ref=sr_1_4)

## Grupos
- [Machine & Deep Learning Brasil - Facebook](https://www.facebook.com/groups/machinedeeplearningbrasil/)
- [Machine & Deep Learning Brasil - Facebook](https://www.facebook.com/groups/machinedeeplearningbrasil/) | [**pt-br**]

## Cursos
- [Deep Learning Specialization - Coursera by Andrew Ng](https://www.coursera.org/specializations/deep-learning)
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- [Deep Learning Achievements Over the Past Year](https://blog.statsbot.co/deep-learning-achievements-4c563e034257)

## Posts
- [Classificando textos com Redes Neurais e TensorFlow](http://deborahmesquita.com/2017-05-07/classificando-textos-com-redes-neurais-e-tensorflow)
- [Classificando textos com Redes Neurais e TensorFlow](http://deborahmesquita.com/2017-05-07/classificando-textos-com-redes-neurais-e-tensorflow) | [**pt-br**]
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- [Python for Geo-people - 2017](https://geo-python.github.io/2017/)
- [Introduction to Quantitative Geology](https://introqg.github.io/2017/)
- [Automating GIS processes - 2017](https://automating-gis-processes.github.io/2017/)
- **PT-BR** [Colocando pontos num mapa com Folium](http://jtemporal.com/folium/)
- [Colocando pontos num mapa com Folium](http://jtemporal.com/folium/) | [**pt-br**]
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# Livros

## Iniciantes
- [Data Science do Zero. Primeiras Regras com o Python](https://books.google.com.br/books/about/DATA_SCIENCE_DO_ZERO.html?id=EWJCvgAACAAJ&redir_esc=y)
- [Data Science do Zero. Primeiras Regras com o Python](https://books.google.com.br/books/about/DATA_SCIENCE_DO_ZERO.html?id=EWJCvgAACAAJ&redir_esc=y) | [**pt-br**]
- [Bad Data Handbook](https://books.google.com.br/books?id=J6jTaDSg3sYC&printsec=frontcover&dq=Bad+Data&hl=pt-BR&sa=X&ved=0ahUKEwjqgfX0-5PVAhUBF5AKHd0vDDMQ6AEIJjAA#v=onepage&q=Bad%20Data&f=false)
- [Julia for Data Science](https://books.google.com.br/books?id=Bn9cDgAAQBAJ&printsec=frontcover&dq=Julia+for+data+science&hl=pt-BR&sa=X&ved=0ahUKEwjVybvF_ZPVAhUKOZAKHQd_BIkQ6AEIJjAA#v=onepage&q=Julia%20for%20data%20science&f=false)
- [Mastering Python Data Analysis](https://books.google.com.br/books?id=_vtvDQAAQBAJ&printsec=frontcover&dq=Mastering+Python+Scientific+Computing&hl=pt-BR&sa=X&ved=0ahUKEwjb1vLI_pPVAhWFi5AKHVCICccQ6AEINzAC#v=onepage&q=Mastering%20Python%20Scientific%20Computing&f=false)
- [Mastering Python Scientific Computing](https://books.google.com.br/books?id=6NROCwAAQBAJ&printsec=frontcover&dq=Mastering+Python+Scientific+Computing&hl=pt-BR&sa=X&ved=0ahUKEwjb1vLI_pPVAhWFi5AKHVCICccQ6AEIJjAA#v=onepage&q=Mastering%20Python%20Scientific%20Computing&f=false)
- [Python Data Science Handbook](https://github.com/jakevdp/PythonDataScienceHandbook): disponível em Jupyter notebooks
- [Data Science para Negócios: O que você precisa saber sobre mineração de dados e pensamento analítico de dados](https://books.google.com.br/books?id=c4lAvgAACAAJ&dq=Data+Science+para+Neg%C3%B3cios:+O+que+voc%C3%AA+precisa+saber+sobre+minera%C3%A7%C3%A3o+de+dados+e+pensamento+anal%C3%ADtico+de+dados&hl=pt-BR&sa=X&ved=0ahUKEwiw1u_TgvjWAhVHk5AKHc62D2EQ6AEIJzAA)
- [Data Science para Negócios: O que você precisa saber sobre mineração de dados e pensamento analítico de dados](https://books.google.com.br/books?id=c4lAvgAACAAJ&dq=Data+Science+para+Neg%C3%B3cios:+O+que+voc%C3%AA+precisa+saber+sobre+minera%C3%A7%C3%A3o+de+dados+e+pensamento+anal%C3%ADtico+de+dados&hl=pt-BR&sa=X&ved=0ahUKEwiw1u_TgvjWAhVHk5AKHc62D2EQ6AEIJzAA) | [**pt-br**]
- [Data Science Live Book](https://livebook.datascienceheroes.com)
- [Think stats](http://greenteapress.com/wp/think-stats-2e/)
- R for Data Science (R4DS): [livro](http://r4ds.had.co.nz/), [livro com notas e soluções dos exercícios do R4DS](https://jrnold.github.io/r4ds-exercise-solutions/) e [grupo de estudo do R4DS no Slack](https://medium.com/@kierisi/r4ds-the-next-iteration-d51e0a1b0b82).
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<h2 id="conceitos">Conceitos</h2>

* [Data Science and Big Data: Two very Different Beasts](https://www.linkedin.com/pulse/data-science-big-two-very-different-beasts-sean-mcclure-ph-d-?trk=prof-post)
* **PT-BR** [A Lei de Benford e a beleza dos números](http://jtemporal.com/benford-law/)
* [A Lei de Benford e a beleza dos números](http://jtemporal.com/benford-law/) | [**pt-br**]
* [What's the difference between data science, machine learning and artificial intelligence](http://varianceexplained.org/r/ds-ml-ai/)
* [What’s the Difference Between Artificial Intelligence, Machine Learning, and Deep Learning?](https://blogs.nvidia.com/blog/2016/07/29/whats-difference-artificial-intelligence-machine-learning-deep-learning-ai/)
* **PT-BR** [Um breve estudo sobre outliers](http://leportella.com/pt-br/2018/01/08/um-breve-estudo-sobre-outliers.html)
* [Um breve estudo sobre outliers](http://leportella.com/pt-br/2018/01/08/um-breve-estudo-sobre-outliers.html) | [**pt-br**]
* [Common Probability Distributions: The Data Scientist’s Crib Sheet](https://blog.cloudera.com/blog/2015/12/common-probability-distributions-the-data-scientists-crib-sheet/)

<h2 id="curiosidades">Curiosidades</h2>

* [15 Insane Things That Correlate With Each Other](http://www.tylervigen.com/spurious-correlations)
* [Researches perfectly reconstruct faces by reading brainwaves](https://singularityhub.com/2017/06/14/forget-police-sketches-researchers-perfectly-reconstruct-faces-by-reading-brainwaves/)
* **PT-BR** [Inteligência Artificial pos a prova psicografia de Chico Xavier](https://super.abril.com.br/historia/inteligencia-artificial-pos-a-prova-psicografia-de-chico-xavier/)
* [Inteligência Artificial pos a prova psicografia de Chico Xavier](https://super.abril.com.br/historia/inteligencia-artificial-pos-a-prova-psicografia-de-chico-xavier/) | [**pt-br**]

<h2 id="dados-na-vida-real">Dados na vida real</h2>

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<h2 id="ferramentas">Ferramentas</h2>

* [Jupyter Notebook Tutorial: The Definitive Guide](https://www.datacamp.com/community/tutorials/tutorial-jupyter-notebook#gs.4lsldtI)
* **PT-BR** [10 dicas para mudar do Matlab pro Python](http://leportella.com/pt-br/2017/05/06/10-dicas-matlab-para-python.html)
* [10 dicas para mudar do Matlab pro Python](http://leportella.com/pt-br/2017/05/06/10-dicas-matlab-para-python.html) | [**pt-br**]


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## Específicos

- **PT-BR** [Pizza de Dados](https://pizzadedados.com)
- Lista de podcasts de Data Science oeferecidos pela O'Reilly ([SoundCloud](https://soundcloud.com/oreilly-radar/sets/the-oreilly-data-show-podcast))
- [Pizza de Dados](https://pizzadedados.com) | [**pt-br**]
- Lista de podcasts de Data Science oeferecidos pela O'Reilly ([SoundCloud](https://soundcloud.com/oreilly-radar/sets/the-oreilly-data-show-podcast))
- Podcast: Data Science from scratch (in Python) ([SoundCloud](https://soundcloud.com/talkpython/56-data-science-from-scratch))
- [Super data science podcast](https://www.superdatascience.com/podcast/)
- [Becoming a Data Scientist](https://www.becomingadatascientist.com/category/podcast/)
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<h2 id="conceitos">Posts</h2>

* **PT-BR** [Brincando de NLP com spaCY](http://leportella.com/pt-br/2017/11/30/brincando-de-nlp-com-spacy.html)
* [Brincando de NLP com spaCY](http://leportella.com/pt-br/2017/11/30/brincando-de-nlp-com-spacy.html) | [**pt-br**]
* [Why you don't need AI to build a chatbot](https://hackernoon.com/why-you-dont-need-ai-to-build-a-chatbot-fe8577f248f8)

<h2 id="conceitos">Artigos</h2>

* [Lingüística computacional: princípios e aplicações](http://www.inf.pucrs.br/linatural/Recursos/jaia-2001.pdf)
* [Desafios do Processamento de Línguas Naturais](http://www.inf.pucrs.br/linatural/Recursos/Desafios.pdf)
* [Linguística computacional: princípios e aplicações](http://www.inf.pucrs.br/linatural/Recursos/jaia-2001.pdf) | [**pt-br**]
* [Desafios do Processamento de Línguas Naturais](http://www.inf.pucrs.br/linatural/Recursos/Desafios.pdf) | [**pt-br**]

<h2 id="conceitos">Livros</h2>
* [Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit - Steven Bird, Ewan Klein e Edward Loper](https://www.amazon.com/Natural-Language-Processing-Python-Analyzing/dp/0596516495)
Expand All @@ -19,4 +19,4 @@

<h2 id="palestras">Palestras</h2>

* [Chatbots e NLP - Diego Dorgam - Rocketchat - 2º Meetup PyData Brasília](https://www.youtube.com/watch?v=Op36eWLVhwk) - Duração: 1h34min
* [Chatbots e NLP - Diego Dorgam - Rocketchat - 2º Meetup PyData Brasília](https://www.youtube.com/watch?v=Op36eWLVhwk) - Duração: 1h34min | [**pt-br**]
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- [Learn D3.js for free](https://scrimba.com/g/gd3js)

## Tutoriais
- PT-BR [Desafios e tendências da visualização de dados – DataViz Basics: 1 de 4](http://www.dp6.com.br/desafios-da-visualizacao-de-dados-dataviz-basics-1-de-4/)
- [Desafios e tendências da visualização de dados – DataViz Basics: 1 de 4](http://www.dp6.com.br/desafios-da-visualizacao-de-dados-dataviz-basics-1-de-4/) | [**pt-br**]
- [Create High-Impact Data Visualizations: Nine Effective Strategies](https://www.kaushik.net/avinash/create-high-impact-effective-data-visualizations/)
- [Emery's Essentials](http://annkemery.com/essentials/)
- [The Data Visualisation Catalogue](http://datavizcatalogue.com/)
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- [dataviz.love](http://dataviz.love/)
- [Questions in Dataviz](https://questionsindataviz.wordpress.com/)
- [Visualising Data](http://www.visualisingdata.com/)
- PT-BR [We Viz](http://www.weviz.com/)
- [We Viz](http://www.weviz.com/) | [**pt-br**]
- [WTF Visualizations](http://viz.wtf/)
- [The Python Graph Gallery](https://python-graph-gallery.com/)
- [Storytelling with data](http://www.storytellingwithdata.com/)
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