Apache Spark Deep Learning Advanced Recipes [Video]

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Apache Spark Deep Learning Advanced Recipes [Video]

Ahmed Sherif, Amrith Ravindra

Implement practical hands-on examples with Apache Spark
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Video Description

In this video course, you’ll work through specific recipes to generate outcomes for deep learning algorithms—without getting bogged down in theory. From using LSTMs in generative networks to creating a movie recommendation engine, this course tackles both common and not so common problems so you can perform deep learning in a distributed environment.
In addition, you’ll get access to deep learning code within Spark that you can reuse to answer similar problems or tweak to answer slightly different problems. You’ll learn how to predict real estate value using XGBoost. You’ll also explore how to create a movie recommendation engine using popular libraries such as TensorFlow and Keras. By the end of the course, you'll have the expertise to train and deploy efficient deep learning models on Apache Spark.

The code bundle for this video course is available at https://github.com/PacktPublishing/Advanced-Apache-spark-Deep-learning-r...

Style and Approach

This course includes practical, easy-to-understand solutions on how you can implement the popular deep learning libraries such as TensorFlow and Keras to train your deep learning models on Apache Spark.

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What You Will Learn

  • Organize dataframes for deep learning evaluation
  • Apply testing and training modeling to ensure accuracy
  • Access readily available code that may be reusable
  • Plot and visualize the images 
  • Train the LSTM model
  • Manipulate and merge the MovieLens datasets

Authors

Video Details

ISBN 139781789955309
Course Length1 hours 35 minutes
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