Deep Learning From Scratch VI: TensorFlow
This is part 6 of a series of tutorials, in [...]
Connectionist Models of Cognition
In this video, I give an introduction to the field [...]
Dealing with Unbalanced Classes in Machine Learning
In many real-world classification problems, we stumble upon training data [...]
Deep Learning From Scratch V: Multi-Layer Perceptrons
This is part 5 of a series of tutorials, in [...]
Deep Learning From Scratch IV: Gradient Descent and Backpropagation
This is part 4 of a series of tutorials, in [...]
Deep Learning From Scratch III: Training criterion
This is part 3 of a series of tutorials, in [...]
Deep Learning From Scratch II: Perceptrons
This is part 2 of a series of tutorials, in [...]
Deep Learning From Scratch I: Computational Graphs
This is part 1 of a series of tutorials, in [...]
Deep Learning From Scratch: Theory and Implementation
This is a multi-part series of tutorials, in which we [...]