In this detailed and informative video, I delve into the intricate architecture of LSTM, providing a thorough explanation of each gate and its input and output. Furthermore, I explore a practical NLP use case on next word prediction, specifically focusing on the fascinating concept of "Smart Compose." Join me as we unravel the complexities of LSTM and unlock its potential in natural language processing. Don't miss out on this enlightening journey!
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✅ 00:00:00 Introduction
✅ 00:22:00 Architecture of LSTM
✅ 00:38:20 Architecture of Deep Dive
✅ 00:45:12 Pointwise Operations
✅ 00:51:31 Forget Gate
✅ 01:04:17 Input Gate
✅ 01:22:47 Output Gate
✅ 01:32:25 LSTM Practical Part 1
✅ 02:06:08 LSTM Practical Part 2
✅ 02:23:26 LSTM Practical Part 3
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