Sequences, Time Series and Prediction
Software developers who wants to build scalable AI-powered algorithms, need to understand how to use the tools to build them. This course is part of the deeplearning.ai TensorFlow Developer Certification and will teach the best practices for using TensorFlow, a popular open-source framework for machine learning.
In this course, time series models in TensorFlow are built. We’ll first implement best practices to prepare time series data. We’ll also explore how RNNs and 1D ConvNets can be used for prediction. Finally, We’ll apply everything we’ve learned throughout the Specialization to build a sunspot prediction model using real-world data!