Deep-Learning-Tutorial-2019-2020

Notes

• Classical Machine Learning
• Basics in Deep Learning
• Image Processing
• Natural Language Processing

Ipython Notebooks on Google Colab

Linear Regression

https://colab.research.google.com/drive/1OPHtuVRNQl1OnYw59R3-uHtn6wmJEPeK

Logistic Regression

https://colab.research.google.com/github/Robinysh/Deep-Learning-Tutorial-2019-2020/blob/master/LogisticRegression.ipynb

Linear Regression in PyTorch

https://colab.research.google.com/drive/1MqpoQ8Njagk2CXQen4nfpD0LHp83vqqn

Logistic Regression in PyTorch

https://colab.research.google.com/drive/1OqkG4EhnIsP0eZMHO2whIPrlsPFw8CCa

Non linear classification in PyTorch

https://colab.research.google.com/drive/1ZFvkqamxHyom9Gfbazk-KjuapDEUz459

Convolutional Neural Network on MNIST

https://colab.research.google.com/drive/13HM-dQbz4eFfdNvd3jIzPXDiwkhKLhZf

Trump RNN Generator

https://colab.research.google.com/drive/1tweeRlwrZN3NMLOJBrkTaQGgyU7yKwen