Introduction to Long Short Term Memory (LSTM) Training
Completed by DIPTI PASUPALAK
August 29, 2025
2 hours (approximately)
DIPTI PASUPALAK'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: Artificial Neural Networks
- Category: Model Training
- Category: Forecasting
- Category: Natural Language Processing
- Category: Recurrent Neural Networks (RNNs)
- Category: Time Series Analysis and Forecasting
- Category: Applied Machine Learning
- Category: Deep Learning
