Imperial College Machine Learning Course
Lecture slides and course materials for the Machine Learning module at Imperial College London, covering statistical foundations, good ML practice, …
Deeplearning
Articles associated with this term:
Imperial College Machine Learning - Neural Networks
There has been a lot of buzz surrounding neural networks in recent years with achievements made throughout various domains such as computer vision and …
5 tips for training neural networks
Across many projects I’ve worked with, I’ve noticed some simple and effective steps for training neural networks to reduce frustration. I …
The Neuro-Symbolic Conundrum
There is increasing interest in neuro-symbolic methods that combine recent advances in deep learning with symbolic methods of Artifical Intelligence. …
The reality of accessible deep learning
Thanks to recent libraries such as TensorFlow and PyTorch, deep learning has become so accessible that it now can be in anyone’s toolbox. But at …
Keras Deep Learning 101
A very quick introduction to Keras and common architecture types with short examples. The slides include code snippets and tips on training neural …