Certificate in Deep Learning with PyTorch

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Module 1 6 Topics

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Lesson Content

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GETTING STARTED WITH PYTORCH

TRAINING YOUR FIRST NEURAL NETWORK

COMPUTER VISION – CNN FOR DIGITS RECOGNITION

SEQUENCE MODELS – RNN FOR TEXT GENERATION

AUTOENCODER – DENOISING IMAGES

REINFORCEMENT LEARNING – BALANCE CARTPOLE USING DQN

Module 2 5 Topics

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FIRST STOP: A QUICK INTRODUCTION TO PYTORCH

SLEEPING UNDER THE STARS: IT’S A BIRD…IT’S A PLANE…IT’S A CNN?

GOING ABROAD: LANGUAGE DETECTION FOR FUN AND PROFIT WITH RNN

MAKING FRIENDS: LOST IN TRANSLATION WITH LSTM

GETTING SOME CULTURE: BECOMING A DEEP NEURAL PICASSO WITH DNN