Resources

Here is a list of my favorite data science resources.

Conferences

Videos

• links to videos from data science conferences

Conference Listings

• list of conferences

Learning (Python / Data Science)

• useful links to begin learning data science
• Python tutorials
• cheat sheets
• Machine learning
• Deep learning
• Python 2 to Python 3 Reference Guide
• SQL tutorials

Machine Learning

• Jeremy Howard: Machine Learning 1
• Bloomberg: Foundations of Machine Learning
• Andreas Mueller: Applied Machine Learning course, Columbia University, all videos and slides are avalable

Dev Ops Tools

• Git
• tmux on AWS
• Download data using Kaggle CLI
• Download data using Chrome and wget
• Jupyter Notebook Commands & Shortcuts
• How to Create a Keypair
• Copy Files from Local PC to Cloud PC

Twitter

• subscribe to this curated list of Notable Data Scientists

Podcasts

• list of Data Science / Machine Learning podcasts and more

Blogs

• KD Nuggets
• fastai (by Rachel Thomas & Jeremy Howard)
• NYU Data Science Community Newsletter
• Towards Data Science
• Cathy O’Neil
• Top 75 Data Science Blogs

Competitions

• list of competitions / tasks

Slack / Discourse Public Teams

• Discourse fast.ai Practical Deep Learning For Coders MOOC
• Kaggle Noobs

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Slack Teams for * Women *

• PyLadies
• R-Ladies: send an email to nyc@rladies.org to request your invite
• WiMLDS: email slack@wimlds.org for invite link

Women in Data Science / ML

• twitter list of 1400+ Women in DS

List of scikit-learn Sprints