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CH01 Essential Libraries for Deep Learning

CH02_Building and Training Your First Neural Network

CH03 - Implementing More Complex Neural Network for Image Classification

CH04 - Hyperparameter Tuning using Grid Search

CH05 - 5 CNN Architectures

CH06 - Recurrent Neural Network ( Theoretical Part)

CH07 - Project 01: Text classification with BBC news article dataset

CH08 - Project 02: Machine Language Translation Using RNN

CH09 - Project 03: Time Series Prediction with LSTM

CH10 - Project 04: GRU example using IMDb dataset

CH11 - Project05: Word Embeddings to Represent Text Data

CH12 - Final Project: Sentiment Analysis with RNN

Certificates

Before you start this course