PyTorch Bidirectional RNN, LSTM & GRU Explained | Sentiment Analysis Project | Tamil #neuralnetworks

Project link - https://www.kaggle.com/code/keerthice... 0:00 - Introduction 0:30 - Use case 1:44 - Load dataset 2:28 - Feature Engineering 5:55 - Text preprocessing 10:49 - Build vocabulary 13:30 - Text encoding 15:27 - Split data 16:47 - Data Conversion 20:08 - Create Model 21:24 - Build Model 28:39 - train Model 32:45 - Train RNN 33:38 - Train LSTM 36:13 - GRU 37:31 - Bi-directional RNN Python in 10 videos -    • Python in 10 videos   Data Science Career Transition: Data Analyst vs Data Scientist vs Data Engineer. Watch here -    • Start your Data Science Career: Become a D...   Understanding the data Science Project Lifecycle & Stages Watch here -    • Understanding the data Science Project Lif...   Types of machine Learning with song recommendation example Watch here -    • Supervised vs Unsupervised vs Semi-Supervi...   Cross validation & types -    • What why and how of Cross Validation & its...   MLOPS from scratch -    • Machine Learning Operations (MLOPS) in Tam...   Statistics Playlist -    • Statistics for Data science [EPISODE -01] ...   Machine learning series -    • Machine learning மெதுவாக!   Deep Learning Series -    • Build your First Neural Network in PyTorch...   #PyTorch #DeepLearning #MachineLearning #ArtificialIntelligence #AI #RNN #LSTM #GRU #BidirectionalRNN #NLP #SentimentAnalysis #Python #DataScience #Tamil #DataScienceWithKeerthi