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Awesome Data Science and Python
Passos iniciais:
- Telegram - Data Science & Python
- Como Fazer Perguntas Inteligentes
- Python - Por onde começar?
- Pro Git (CC)
The entire Pro Git book, written by Scott Chacon and Ben Straub and published by Apress
- Open Source Guides
Open source software is made by people just like you. Learn how to launch and grow your project.
Table of Contents
Articles
Number | Name | Author |
---|
Awesome Lists
- Python
- by @kirang89
- by @svaksha
- by @vinta
- Asyncio - Asynchronous I/O in Python 3.
- Big Data
- Public Datasets
- Deep Learning
- Data Engineering
- Streaming
Books
Number | Name | Author |
---|---|---|
01 | Use a Cabeça! Programação | Paul Barry |
02 | Introdução à Programação com Python - 2ª Edição | Nilo Ney Coutinho Menezes |
03 | Automate the Boring Stuff with Python CC | Al Sweigart |
04 | Practical Data Science in Python | Radim Řehůřek |
05 | Learn Data Science | Nitin Borwankar |
Courses
Podcasts
Number | Name | Platform | Author |
---|---|---|---|
01 | DatabaseCast 2: Mineração de dados | DatabaseCast | Mauro Pichiliani, Wagner Crivelini, Ary Bressane |
02 | DatabaseCast 53: Cientista de dados | DatabaseCast | Mauro Pichiliani, Wagner Crivelini, Marcelo Glauco |
03 | DatabaseCast 67: Data science na prática | DatabaseCast | Mauro Pichiliani, Wagner Crivelini, Diego Nogare, Tantravahi Aditya |
04 | DatabaseCast 72: Ecossistema Hadoop | DatabaseCast | Mauro Pichiliani, Wagner Crivelini, Felipe Gasparini |
05 | DatabaseCast 74: Estatísticas | DatabaseCast | Mauro Pichiliani, Wagner Crivelini, Ricardo Rezende, Fabiano Amorim |
06 | Dev na estrada #56 - Data Science | DNE | Fellipe Azambuja, Igor Leroy, Ramon Sanches, Raony Guimaraes |
07 | Dragões de Garagem #43 Estatística | Dragões de Garagem | Luciano Queiroz, Lucas Camargos, Bruno Spacek, Rafael Calsaverini |
08 | Dragões de Garagem #92 Inteligência artificial | Dragões de Garagem | Lucas Camargos, Victor Caparica, Camila Laranjeira, Kherian Gracher, Antonio Nazaré, Igor Bastos |
09 | Nerd Tech #5 - Machine Learning | NerdTech | Caio Gomes, Guilherme Silveira, Paulo Silveira |
10 | PODEntender #019 Sobre Deep Learning | PODEntender | Antonio Marinho(Tonho), Carol Lacerda, Fábio Neves(Dalton), Dave Canton |
Youtube channels
Number | Name | Author |
---|---|---|
01 | Peixe Babel | Camila Laranjeira |
02 | Deep Learning TV | Jagannath Rajagopal |
03 | Nat and Friends | Natalie Hammel |
04 | Sirajology | Siraj Raval |
Videos
Number | Name | Author |
---|---|---|
01 | Getting Started with Machine Learning and Python | Bruno Godoi Eilliar |