Introduction to Long Short Term Memory (LSTM) Training
Completed by Zavareh Bozorgasl
June 9, 2026
2 hours (approximately)
Zavareh Bozorgasl's account is verified. Coursera certifies their successful completion of Introduction to Long Short Term Memory (LSTM) Training
What you will learn
Understand how LSTM networks overcome RNN limitations in sequence modeling
Learn the structure and function of LSTM gates: forget, input, and output
Apply LSTM to real-world tasks like time series forecasting and NLP
Build and evaluate LSTM models through step-by-step practical demos
Skills you will gain
- Category: Time Series Analysis and Forecasting
- Category: Deep Learning
- Category: Natural Language Processing
- Category: Model Training
- Category: Recurrent Neural Networks (RNNs)
- Category: Applied Machine Learning
- Category: Artificial Neural Networks
- Category: Forecasting
