Project README

Awesome Data Science and Python :snake:

Passos iniciais:

Telegram - Data Science & Python
Como Fazer Perguntas Inteligentes
Python - Por onde começar?

por Vinicius Assef
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Articles
Awesome Lists
Books
Courses
Podcasts
Youtube channels
Videos

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
- by @ChristosChristofidis
- by @endymecy
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

Number	Name	Platform	Author
01	Machine Learning - Stanford University	Coursera	`Andrew Ng`
02	Data Science Math Skills	Coursera	`Daniel Egger, Paul Bendich`
03	Python for Data Science and Machine Learning Bootcamp	Udemy	`Jose Portilla`
04	Machine Learning A-Z™: Hands-On Python & R In Data Science	Udemy	`Kirill Eremenko`
05	Data Science and Machine Learning with Python - Hands On!	Udemy	`Sundog Education by Frank Kane, Frank Kane`
06	Introduction to Data Science in Python	Coursera	`Christopher Brooks`
07	Applied Machine Learning in Python	Coursera	`Kevyn Collins-Thompson`
08	Applied Plotting, Charting & Data Representation in Python	Coursera	`Christopher Brooks`
09	Applied Text Mining in Python	Coursera	`V. G. Vinod Vydiswaran`
10	Applied Social Network Analysis in Python	Coursera	`Daniel Romero`
11	Machine Learning Foundations: A Case Study Approach	Coursera	`Carlos Guestrin, Emily Fox`
12	Machine Learning: Regression	Coursera	`Carlos Guestrin, Emily Fox`
13	Machine Learning: Classification	Coursera	`Carlos Guestrin, Emily Fox`
14	Machine Learning: Clustering & Retrieval	Coursera	`Carlos Guestrin, Emily Fox`
15	Neural Networks and Deep Learning	Coursera	`Andrew Ng`
16	Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization(Próxima sessão: Aug 15 — Sep 11.)	Coursera	`Andrew Ng`
17	Structuring Machine Learning Projects(Próxima sessão: Aug 15 — Sep 4.)	Coursera	`Andrew Ng`
18	Convolutional Neural Networks(Em Breve)	Coursera	`Andrew Ng`
19	Sequence Models(Em Breve)	Coursera	`Andrew Ng`

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`

License

Open Source Agenda is not affiliated with "Awesome Datascience Python" Project. README Source: datascience-python/awesome-datascience-python

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Last Commit

6 years ago

Repository

datascience-python/awesome-datascience-python

Homepage

https://datascience-python.github.io/

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