How LSTM Networks Work? | Deep Learning | Simple Explanation

Tutorial covers: basics of LSTM, what they do, and their real world applications. LSTM is a variant of Recurrent Neural Network or RNN, and is proven to work well with learning & remembering patterns across time. We shall also discuss two quite popular applications of LSTM: Sentence Completion & Text Classification, along with a functional walkthrough of how LSTMs pull off a fabulous job. Happy learning :) 🔥 Sections: 00:00 Introduction 01:49 But, what's LSTM? 05.44 LSTM architecture 06:30 Real-world examples 09:41 Your bonus!! 🔥 Resources: Sentiment Analysis Project using LSTM:    • Sentiment Analysis with LSTM | Deep L...   Mathematics behind LSTM: colah.github.io/posts/2015-08-Understanding-LSTMs/ Word Embeddings (for Text-to-Numeric transformations):    • Word Embeddings Explained   Our other popular ML Projects: 1. Sentiment Analysis Project (End-to-end) with ML Model Building + Deployment (using Flask): ---- a. Model Building:    • Sentiment Analysis Machine Learning P...   (Part-1) ---- b. Model Deployment:    • PIP + Virtual Environment | Flask Dep...   (Part-2) 2. Sentiment Analysis Project using Traditional ML:    • Sentiment Analysis Project using Mach...   3. Analytics-enabled Marketing:    • Marketing Analytics Project using Mac...   4. Credit Scoring Project:    • Credit Scoring Project using Machine ...   5. Face Recognition Project:    • Face Detection Machine Learning Proje...   🔥 Do like, share & subscribe to our channel. Keep in touch: Website: www.skillcate.com/ Email: [email protected] Facebook: www.facebook.com/groups/mlprojects Telegram: t.me/skillcate