Learn to preprocess, model, and forecast time series data using RNNs, LSTMs, and GRUs in TensorFlow. Build, evaluate, and optimize models for univariate and multivariate forecasting and classification tasks.
Introduction to RNN for Time Series Forecast with TensorFlow
via CodeSignal
Overview
Syllabus
- Course 1: Introduction to RNNs for Time Series Analysis
- Course 2: Handling Multivariate Time Series with RNNs
- Course 3: Time Series Forecasting with LSTMs
- Course 4: Time Series Forecasting with GRUs