Data Science
Time Series Forecasting with LSTMs
This course focuses on LSTM networks, a powerful extension of RNNs that handle long-term dependencies better than simple RNNs. Learners will build, optimize, and evaluate LSTM models for time series forecasting.
Python
4 lessons
16 practices
1 hour
Badge for Machine Learning and Predictive Modeling,
Course details
Introduction to Time Series Forecasting with LSTMs
Tracking Data Shapes During Preprocessing
Exploring Sequence Length Impact on Data
Building Your First LSTM Model
Exploring LSTM Activation Functions
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