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Articles and Essays

Teach Yourself Data Science
A Comprehensive Learning Path for Deep Learning
Technical Notes on Using Data Science and AI
Where to Start Data Mining and Data Science
27 Amazing Data Science Books Every Data Scientist Should Read
Beginner Guide to Data Science
How to Become a Data Scientist On Your Own | Kaggle
Learn Data Science With Dataquest
How to Get into the Top 15 of a Kaggle Competition Using Python
Building a Data Science Portfolio: Storytelling With Data
Be Suspicious Of Online Movie Ratings, Especially Fandango’s

Audios and Podcasts

Data Skeptic Episodes
Linear Digressions
Not So Standard Deviations
Super Data Science
TWiML&AI
Artificial Intelligence in Industry With Daniel Fagella
Learning Machines 101
Rating Subjective Experiences Is Hard, But Fandango Is Really Bad At It
Episode 677: The Experiment Experiment
Why A Pack Of Peanut Butter M&M's Weighs A Tiny Bit Less Than A Regular Pack
Why Machines Discriminate—and How to Fix Them
Am I Normal? Download

Blogs and Twitter feeds

Robert Chang
Variance Explained
Data Science & Psychology
Data Science 101 | Learning to be a Data Scientist
KDNuggets
No Free Hunch | The Official Blog of Kaggle
Data Science Central
MIT Deep Learning
Becoming Human: Artificial Intelligence Magazine
Machine Learnings
Applied Data Science
Analytics Vidhya
ML Review
Curated List of Data Science Blogs

Books

Hands-on Machine Learning With Scikit-Learn, Keras & TensorFlow, 2nd Edition (2019)
Designing Data-Intensive Applications (2017)

Assessment and Certifications

Data Scientist Masters Program | Simplilearn

Forums and Chat Groups

KDNuggets LinkedIn Group
Data Science Central
Analytics Vidhya
Data Is Ugly | Reddit
Data Is Beautiful | Reddit
LearnMachineLearning | Reddit
Data Science | Reddit
KaggleNoobs
DataHouse Discord

Cheatsheets

General Data Science Cheatsheets
Python For Data Science
Beginner Pandas Cheatsheet
Scikit-Learn for Machine Learning in Python
Advanced Pandas Cheatsheet
Plotting in Python Using Matplotlib
Basic NumPy Usage Cheatsheet
Statistical Data Visualistion Using Seaborn
Keras Cheatsheet
Importing Data Using Python
Bokeh Data Visualization Cheatsheet
Jupyter Notebook Cheatsheet

Conferences

Open Data Science Conference
The Data Science Conference
AnacondaCON
QCon.ai
Re-Work

Courses and MOOCs

Machine Learning A-Z™: Hands-On Python & R In Data Science
Python for Data Science and Machine Learning Bootcamp
R Programming A-Z™: R For Data Science With Real Exercises!
Data Science and Machine Learning Bootcamp with R
The Data Science Course 2019: Complete Data Science Bootcamp
Python A-Z™: Python For Data Science With Real Exercises!
Statistics for Data Science and Business Analysis
Microsoft Professional Program in Data Science
Microsoft Professional Program in Artificial Intelligence
Python Data Science
Data Science
Full Stack Data Science Program
Machine Learning
IBM Data Science Professional Certificate
Deep Learning Specialization
Applied Data Science with Python Specialization
Data Science Specialization
Machine Learning with TensorFlow on Google Cloud Platform Specialization
Neural Networks and Deep Learning
Mathematics for Machine Learning Specialization
What is Data Science

Learning Plans

Data Science Foundations
OSSU: Open Source Society University: Data Science

Meetups

List of Data Science Meetups Worldwide
Silicon Valley Startup: Idea to IPO
Data Driven NYC | 17k+ Members
SF Data Science | 15k+ Members
Applied Singularity | 14k+ Members
Nubank Data Science & Machine Learning | 11k+ Members

Newsletters

ML Review - Machine Learning Digest
Data Elixir
The Data Science Roundup
Data Science Weekly Newsletter
KDNuggets News
O'Reilly Data Newsletter
The Analytics Dispatch
Hacker News Digest
Data Machina
Import AI
The Wild Week in AI
Data is Plural
Towards Data Science Newsletter
Deep Learning Weekly
Deep Hunt Newsletter
The Algorithm - MIT Technology Review
TOPBOTS: Applied AI for Bussiness
Artificial Intelligence and Deep Learning Weekly
Center for Data Innovation
Data Science Community Newsletter - NYU Center for Data Science
Analytics Vdihya
R-Bloggers
Data Science Central

People

Jeremy P. Howard
Siraj Raval
Lex Fridman

Q & A forums

Data science | Quora
Data | Quora
Datasets | Quora
Data science | StackExchange

Videos and Films

MIT Deep Learning | YouTube

Wikis

Main Wikipedia: Data science
Simple Wikipedia: Data science