Introduction to Long Short Term Memory (LSTM) Training
Completed by MarÃa Elizabeth Mendoza
September 6, 2025
2 hours (approximately)
MarÃa Elizabeth Mendoza'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: Natural Language Processing
- Category: Artificial Neural Networks
- Category: Deep Learning
- Category: Forecasting
- Category: Applied Machine Learning
- Category: Time Series Analysis and Forecasting
- Category: Model Training
- Category: Recurrent Neural Networks (RNNs)
