In this course, we’ll learn how to make predictions on sequences of data. We’ll cover common business use cases like- 1.time-series prediction and how to deal with more recent data points getting more relevance 2.translating entire sentences (aka sequences of words) into other languages You will get hands-on practice building and optimizing your own text classification and sequence models on a variety of public datasets in the labs we’ll work on together.
Author Name: Google Cloud
Author Description:
Google Cloud can help solve your toughest problems and grow your business. With Google Cloud, their infrastructure is your infrastructure. Their tools are your tools. And their innovations are your innovations.

Table of Contents

• Working with Sequences
  42mins
• Recurrent Neural Networks
  15mins
• Dealing with Longer Sequences
  62mins
• Text Classification
  35mins
• Reusable Embeddings
  28mins
• Encoder-Decoder Models
  84mins
• Summary
  3mins