Machine learning
Convolutional networks
Convolutions, pooling, residual connections, and the architectures from LeNet to ResNet.
About 20 hours of study.
Where to learn it
Read
Watch
Practise
Understanding Deep Learning notebooks
Simon J. D. Prince
Notebooks for chapters 10–11
Sixty-eight Python notebooks with the key code left for you to fill in.
Wrong chapter, dead link, or know something better? Tell us on GitHub.
Which roles ask for it
- Deep learning engineer (vision / language) to get hired
Before and after
Learn first
Convolutional networks