What you'll learn

Forecasting key business metrics accurately is crucial for making smart decisions and planning for the future. In this course, TensorFlow Developer Certificate - Time Series, Sequences, and Predictions, you’ll gain the ability to build predictive models for time series data using deep learning.

First, you’ll explore how to structure time series problems and preprocess data for modeling.

Next, you’ll discover how to choose and configure deep learning models like RNNs and CNNs for sequence forecasting tasks.

Finally, you’ll learn best practices for training, evaluating, and improving your forecasts over time.

When you’re finished with this course, you’ll have the skills and knowledge of TensorFlow and deep learning for time series needed to accurately forecast metrics like future sales, demand, stock prices, and more.