Job category:Data Science & Analytics
120 learners

Time Series Forecasting with GRUs

This course explores Gated Recurrent Units (GRUs) in TensorFlow for multivariate time series forecasting. We will build, evaluate, and apply advanced GRU techniques like Bidirectional GRUs, Attention Mechanisms, and Hybrid GRU-CNN models to improve forecasting accuracy.
Python
TensorFlow
4 lessons
16 practices
1 hour
Badge for Machine Learning and Predictive Modeling,

Course details

Building & Training GRUs for Multivariate Forecasting
Experimenting with GRU Model Architecture
Adding the Final Output Layer
Compiling GRU Models for Training
Training GRUs

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