How LSTM Networks Work Deep Learning Simple Explanation

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http://youtube.com/watch?v=guqgmVqcy2c

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: http://colah.github.io/posts/2015-08-... • 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: https://www.skillcate.com • Email: [email protected] • Facebook: / mlprojects • Telegram: https://t.me/skillcate

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