Sentiment Analysis with RNNs in Keras

By the end of this course, learners will be able to explain sentiment analysis concepts, apply preprocessing techniques, and construct, train, and evaluate LSTM models using Keras in Google Colab. This project-based course guides learners step by step through the complete workflow of sentiment analysis using the IMDB dataset. Starting with setting up the Colab environment and downloading data, learners will prepare text sequences using tokenization and padding. The course then introduces the fundamentals of Long Short-Term Memory (LSTM) networks before progressing to building, training, and e…