deeplearning-notes

Where have these notes come from?

Notes accumulated from studying various deep learning courses, primarily:

fast.ai - "Practical Deep Learning for Coders" and "Cutting Edge Deep Learning for Coders".
Andrew Ng's Deep Learning Specialisation

fast.ai, for sure. Sorry, Andrew Ng.

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
static		static
.gitignore		.gitignore
Convolutional Neural Nets.ipynb		Convolutional Neural Nets.ipynb
Dropout_investigation.ipynb		Dropout_investigation.ipynb
End-to-end Deep Learning.ipynb		End-to-end Deep Learning.ipynb
Failure Modes.ipynb		Failure Modes.ipynb
Generative Adversarial Networks.ipynb		Generative Adversarial Networks.ipynb
Gradient Descent.ipynb		Gradient Descent.ipynb
History and Notable Networks.ipynb		History and Notable Networks.ipynb
Hyperparameter Tuning.ipynb		Hyperparameter Tuning.ipynb
Logistic Regression.ipynb		Logistic Regression.ipynb
Notation.ipynb		Notation.ipynb
Object Detection.ipynb		Object Detection.ipynb
Reinforcement Learning.ipynb		Reinforcement Learning.ipynb
Sequence Models.ipynb		Sequence Models.ipynb
Strategies for Machine Learning.ipynb		Strategies for Machine Learning.ipynb
Vectorisation.ipynb		Vectorisation.ipynb
Word Embeddings.ipynb		Word Embeddings.ipynb
makefile		makefile
readme.md		readme.md