Sequences, Time Series and Prediction

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In this fourth course, you will learn how to build time series models in TensorFlow. You’ll first implement best practices to prepare time series data. You’ll also explore how RNNs and 1D ConvNets can be used for prediction. Finall

• Solve time series and forecasting problems in TensorFlow
• Prepare data effectively for time series learning
• Explore use of RNNs and ConvNets for predictions
• Build a sunspot prediction model with real-world data