GitHub - kapilbahadur/Academy-of-AI: The core course I run, which my team and I developed.

kapilbahadur / Academy-of-AI Public

forked from life-efficient/Academy-of-AI

The core course I run, which my team and I developed.

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Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Lecture 1 - Intro to Python		Lecture 1 - Intro to Python
Lecture 10 - Regularisation and optimisation for deep learning		Lecture 10 - Regularisation and optimisation for deep learning
Lecture 11 - Convolutional Neural Networks		Lecture 11 - Convolutional Neural Networks
Lecture 12 - Recurrent Models		Lecture 12 - Recurrent Models
Lecture 13 - Generative Models		Lecture 13 - Generative Models
Lecture 2 - Scientific Python		Lecture 2 - Scientific Python
Lecture 3 - Linear Regression		Lecture 3 - Linear Regression
Lecture 4 - Classification		Lecture 4 - Classification
Lecture 5 - Databases		Lecture 5 - Databases
Lecture 6 - Strong machine learning foundations		Lecture 6 - Strong machine learning foundations
Lecture 7 - Traditional Approaches		Lecture 7 - Traditional Approaches
Lecture 8 - Deep Learning, Neural Networks and frameworks		Lecture 8 - Deep Learning, Neural Networks and frameworks
Lecture 9 - Building datasets		Lecture 9 - Building datasets
__pycache__		__pycache__
data		data
.gitignore		.gitignore
Git and GitHub.ipynb		Git and GitHub.ipynb
SVM.py		SVM.py
classification_vis.py		classification_vis.py
nn_regression.py		nn_regression.py
regression_vis.py		regression_vis.py
theCLI.ipynb		theCLI.ipynb
utils.py		utils.py