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Merge branch 'master' into add-companies-belo-horizonte

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leportella committed Jan 23, 2019
2 parents a7967b3 + be5b3d8 commit b6192a5b0e56467f372f1c0e909a32ae7fdc028b
Showing with 31 additions and 14 deletions.
  1. +2 鈭0 CONTRIBUIDORES.MD
  2. +24 鈭13 README.md
  3. +1 鈭0 empresas.md
  4. +4 鈭1 topicos/big-data.md
@@ -33,3 +33,5 @@
* Gabriel C茅sar (@gabrielczar)
* @tramontini
* Jos茅 Ferraz Neto (@zeneto)
* Luiz Nonenmacher (@luiznonenmacher)
* Felipe Iasi (@ficosta)
@@ -5,7 +5,7 @@
--


**DISCLAIMER**: *Este reposit贸rio foi feito pela e para a comunidade. Existem opini玫es divergentes sobre o que 茅 b谩sico e o que 茅 avan莽ado entre outros temas.
**DISCLAIMER**: *Este reposit贸rio foi feito pela e para a comunidade. Existem opini玫es divergentes sobre o que 茅 b谩sico e o que 茅 avan莽ado entre outros temas.
Caso discorde de alguma coisa que est谩 escrita aqui, fique a vontade para fazer um pull request melhorando as descri莽玫es feitas aqui.*

O intuito 茅 agregar o conhecimento que se espalha em diversos grupos e iniciativas. Muitas vezes esse conhecimento fica espalhado em drives, pockets e outros meios...
@@ -65,17 +65,18 @@ No mais, 茅 isso. Bem vinda(o), pequena(o) padawan :)

<h3 id="iniciante">Iniciante</h3>

- Python (lib [Pandas](https://pandas.pydata.org/)) ou R
- SQL
- Jupyter Notebook
- Estat铆stica Descritiva
- [Python](https://www.python.org/) (lib [Pandas](https://pandas.pydata.org/)) ou [R](https://cloud.r-project.org/) | [R Studio](https://www.rstudio.com/products/rstudio/download/#download). [Qual aprender? Dicas Udacity](https://br.udacity.com/blog/post/aprender-python-r)
- [SQL](https://pt.khanacademy.org/computing/computer-programming/sql#sql-basics)
- [Jupyter Notebook](http://jupyter.org/)
- [Estat铆stica Descritiva](https://br.udacity.com/course/intro-to-descriptive-statistics--ud827)

<h3 id="intermediario">Intermedi谩rio</h3>

- Machine Learning
- [Machine Learning](https://www.kaggle.com/learn/machine-learning)
- C谩lculo
- 脕lgebra Linear
- Deep Learning
- [Deep Learning](https://www.kaggle.com/learn/deep-learning)
- [Visualiza莽茫o de Dados](https://www.kaggle.com/learn/data-visualisation)
- Processamento de Linguagem Natural

<h3 id="grandesprojetos">Grandes projetos (big data)</h3>
@@ -101,33 +102,36 @@ No mais, 茅 isso. Bem vinda(o), pequena(o) padawan :)
- [NLTK](http://www.nltk.org/)
- [PyTorch](https://pytorch.org/)
- [Ray](https://github.com/ray-project/ray)


<h3 id="emr">Em R</h3>

- [h2o (Machine Learning)](http://docs.h2o.ai/)
- [mlr(Machine Learning)](https://www.rdocumentation.org/packages/mlr/versions/2.13)
- [xgboost(Machine Learning)](https://www.rdocumentation.org/packages/xgboost/versions/0.4-4/topics/xgboost)
- [dplyr(Manipula莽茫o de Dados)](https://www.rdocumentation.org/packages/dplyr/versions/0.5.0)
- [ggplot2 (Visualiza莽茫o)](https://www.rdocumentation.org/packages/ggplot2/versions/3.0.0)

<h3 id="emjulia">Em Julia</h3>

--------------------------------------------------
<h2 id="videos">V铆deos</h2>

### Estudos

- [Lista de cursos online](http://www.kdnuggets.com/education/online.html) by KDnuggets
- [Playlist de Treinamento](https://www.youtube.com/playlist?list=PL9ooVrP1hQOGR57Y4g1LFhn1JXVgn1lkX) by Edureka!
- [Curso Estat铆stica](https://www.youtube.com/playlist?list=PLjdDBZW3EmXedXYzH-whV58rML91kbwFC) by Thiago Marques!

### Webcasts & Webinars
- [Lista dos pr贸ximos](http://www.kdnuggets.com/webcasts/index.html) by KDnuggets

### Tutoriais de Python
- [Curso de Python3](https://www.youtube.com/playlist?list=PLHz_AreHm4dlKP6QQCekuIPky1CiwmdI6&disable_polymer=true) by Curso em V铆deo
- [Aulas de Python](https://www.youtube.com/playlist?list=PLfCKf0-awunOu2WyLe2pSD2fXUo795xRe) by Ignor芒ncia Zero

- [Aulas de Python B谩sico, Intermedi谩rio, Flask e Django](https://www.youtube.com/playlist?list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU) by Corey Schafer
- [Python para Zumbis](https://www.pycursos.com/python-para-zumbis/) by Fernando Masanori

--------------------------------------------------
<h2 id="datasets">Datasets</h2>

@@ -147,7 +151,7 @@ No mais, 茅 isso. Bem vinda(o), pequena(o) padawan :)
- [Banco Central do Brasil](https://www3.bcb.gov.br)
- [Dados do Governo dos Estados Unidos](http://data.gov)
- [Dados sobre as cidades dos EUA](http://datasf.org)
- [Dados do Governo do Canad谩 (em ingl锚s e franc锚s)](http://open.canada.ca)
- [Dados do Governo do Canad谩 (em ingl锚s e franc锚s)](http://open.canada.ca)
- [Dados do Governo do Reino Unido](https://data.gov.uk)
- [Dados da Uni茫o Europeia](http://open-data.europa.eu/en/data)
- [Dados do Censo dos EUA (dados da popula莽茫o americana e mundial)](http://www.census.gov)
@@ -179,8 +183,10 @@ No mais, 茅 isso. Bem vinda(o), pequena(o) padawan :)
<h2 id="grupos">Grupos</h2>

- [Data Science & Python - Telegram](https://t.me/datasciencepython)
- [Data Science com R - Telegram](https://t.me/DataSciencecomR)
- [PyData BH - Telegram](https://t.me/pydatabh)
- [PyData BsB - Telegram](https://t.me/PyDataBSB)
- [PyTche - Telegram](https://t.me/pytche)
- [Python Brasil Programadores - Facebook](https://www.facebook.com/groups/python.brasil/)
- [Machine & Deep Learning Brasil - Facebook](https://www.facebook.com/groups/machinedeeplearningbrasil/)
- [Machine Learning & Data Science no Garoa - Telegram](https://t.me/dsmlbr)
@@ -193,12 +199,17 @@ No mais, 茅 isso. Bem vinda(o), pequena(o) padawan :)
* [Fanpage](https://www.facebook.com/DataScienceSanca)
* [Palestras - Youtube](https://www.youtube.com/channel/UC9vnxC4PGuQGtnEydfTVquQ/playlists)
* [Telegram](https://t.me/DataScienceSanca)
- [Machine Learning Porto Alegre (RS) Meetup](https://www.meetup.com/pt-BR/Machine-Learning-Porto-Alegre/)
* [Fanpage 0 Facebook](https://pt-br.facebook.com/machinelearningpoa/)
* [Palestras - YouTube]https://www.youtube.com/channel/UCEUKz0QpGkk7sFlFG5V7w_A
- [IA Brasil - Telegram](https://t.me/iaBrasil)
- [Open Data Science](https://t.me/opendatascience)
- [Big Data BR](https://t.me/bigdatabr)
- [nlpbr(Processamento de Linguagem Natural)](https://t.me/nlpbr)
- [Python Brasil](https://t.me/pythonbr)
- [Estat铆stica e Probabilidade](https://t.me/joinchat/B5CoWUaMdg-IZGMJFJOaaA)
- [Estat铆stica e Data Science](https://t.me/joinchat/DNrFfw6G2vh-mrbmBNq2Cw)
- [A Liga dos Programadores - Maior grupo de desenvolvedores brasileiros & portugueses do Discord](https://discord.gg/xwKMcum)

--------------------------------------------------
<h2 id="metodologiasageis">Metodologias 谩geis</h2>
@@ -34,6 +34,7 @@
| ![logo](https://www.sympla.com.br/images/logo-sympla-color.svg) | [Sympla](https://sympla.com.br) | Belo Horizonte - MG | Internet | | https://jobs.kenoby.com/sympla |
| ![logo](https://static.maxmilhas.com.br/img/logo-mm-grey.svg) | [MaxMilhas](https://www.maxmilhas.com.br/) | Belo Horizonte - MG | Internet | | https://maxmilhas.gupy.io/ |
| ![logo](https://www.hotmart.com/hotmart-index/javax.faces.resource/images/hotmart-logo-footer.svg.xhtml) | [Hotmart](https://www.hotmart.com/pt) | Belo Horizonte - MG | Internet | | https://www.hotmart.com/jobs/pt/ |
| ![Semantix](https://www.itforum365.com.br/wp-content/uploads/2018/01/SEMANTIX-LOGO.jpg) | Semantix | S茫o Paulo-SP | Empresa de Big Data e Data Science | http://www.semantix.com.br/ | http://www.semantix.com.br/blog/trabalhe-conosco/| |

## Sul
| Logo | Empresa | Cidade | Setor | Contato | Vagas |
@@ -3,10 +3,13 @@
## Artigos
- [Clash of the titans: MapReduce vs. Spark for large scale data analytics](http://delivery.acm.org/10.1145/2840000/2831365/p2110-shi.pdf?ip=177.220.88.103&id=2831365&acc=ACTIVE%20SERVICE&key=344E943C9DC262BB%2E8F08AE39EA1AD728%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&CFID=810755829&CFTOKEN=14928319&__acm__=1505758096_07af402ff5932187cc033a00d6e689ae)

## Cursos
- [Spark and Python for Big Data with PySpark](https://www.udemy.com/spark-and-python-for-big-data-with-pyspark/)

## Livros
- [Hadoop: The Definitive Guide: Storage and Analysis at Internet Scale - Tom White](https://www.amazon.com.br/Hadoop-Definitive-Storage-Analysis-Internet-ebook/dp/B00V7B1IZC?__mk_pt_BR=%C3%85M%C3%85%C5%BD%C3%95%C3%91&keywords=hadoop&qid=1538426989&sr=8-2&ref=sr_1_2)
- [Learning Spark: Lightning-Fast Big Data Analysis - Holden Karau, Andy Konwinski, Patrick Wendell e Matei Zaharia](https://www.amazon.com.br/Learning-Spark-Lightning-Fast-Data-Analysis-ebook/dp/B00SW0TY8O/ref=pd_sim_351_1?_encoding=UTF8&pd_rd_i=B00SW0TY8O&pd_rd_r=8eb5b852-c5bb-11e8-8690-b530844d64ad&pd_rd_w=G1PX6&pd_rd_wg=hvDb7&pf_rd_i=desktop-dp-sims&pf_rd_m=A1ZZFT5FULY4LN&pf_rd_p=d515db61-e263-47cd-b9d9-b33c1db68903&pf_rd_r=CV8PAMSNSYHNEAD0650C&pf_rd_s=desktop-dp-sims&pf_rd_t=40701&psc=1&refRID=CV8PAMSNSYHNEAD0650C)
- [Big Data: T茅cnicas e tecnologias para extra莽茫o de valor dos dados](https://www.casadocodigo.com.br/products/livro-big-data) | [**pt-br**]
- [The Big Data-Driven Business: How to Use Big Data to Win Customers, Beat Competitors, and Boost Profits](https://www.amazon.com/Big-Data-Driven-Business-Customers-Competitors/dp/1118889800)
- [Think Bigger: Developing a Successful Big Data Strategy for Your Business](https://www.amazon.com/Think-Bigger-Developing-Successful-Strategy-ebook/dp/B00HSUWM7Y)
- [Data Smart: Using Data Science to Transform Information into Insight](https://www.amazon.com/Dat a-Smart-Science-Transform-Information)
- [Data Smart: Using Data Science to Transform Information into Insight](https://www.amazon.com/Data-Smart-Science-Transform-Information-ebook/dp/B00F0WRXI0/)

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