Tools / Data science and machine learning libraries
TensorFlow and Keras
Google's deep learning library, usually used through Keras. Common in production and on mobile.
About 30 hours of study. It builds on Machine learning.
Where to learn it
Other options
- TensorFlow tutorials (read)
The beginner and advanced quickstarts
Wrong chapter, dead link, or know something better? Tell us on GitHub.
Your route to TensorFlow and Keras
Pick where you’re starting from. Anything your background already covers is left out, and the rest is put in order.
5 stops to go, about 210 hours of study.
Open a stop to see the book, the video course and the practice for it. Tick its circle when you've finished.
- 40 h
Maths foundations. Ready to start.
- 40 h
Maths foundations. Ready to start.
- 40 h
Programming. Ready to start.
- 60 h
Machine learning. After Linear algebra, Probability and Programming in Python.
- Tool30 h
Machine learning. After Machine learning.
That's the whole route to TensorFlow and Keras.
What it needs and what it leads to: TensorFlow and Keras on the map.