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Sequence Models for Time Series and Natural Language Processing on Google Cloud
In this course, we'll learn how to make predictions on sequences of data.
Free
This Course Includes
pluralsight
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4 hour 31 minutes 
english
Online - Self Paced
core courses
pluralsight
About Sequence Models for Time Series and Natural Language Processing on Google Cloud
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.
What You Will Learn?
- 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.