Below are a few selected resources which I’d recommend to learn and stay up-to-date with data science.
Tools
- Jupyter Notebook
- Google Colab
- Stack Overflow
- Atom, awesome text editor
- Teletype, collaborate on code in real time
- Visual Studio Code
- VSC Remote - SSH, remote development using SSH
Blogs
- Google AI Blog, The latest research from Google AI
- Facebook Blog and Facebook AI, The latest research from Facebook research
- Towards Data Science
- Medium
Email newsletters
Books
- Mathematics for Computer Science, Eric Lehman, F Tom Leighton, Albert R Meyer
- Deep Learning with Python, François Chollet
- Deep learning, free online book by Aaron Courville, Ian Goodfellow, and Yoshua Bengio
- Neural network and deep learning, free online book by Michael Nielsen
You'll build a neural network from scratch and learn the mathematics behind it.
- Mathematics for Machine Learning, A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth
Youtube
Practice
Hackathons
- Hash Code, Google’s team-based programming competition
- Code Jam, Google’s solo programming competition
Until next time.