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Apache Spark for Data Science Cookbook

You're reading from  Apache Spark for Data Science Cookbook

Product type Book
Published in Dec 2016
Publisher
ISBN-13 9781785880100
Pages 392 pages
Edition 1st Edition
Languages
Author (1):
Padma Priya Chitturi Padma Priya Chitturi
Profile icon Padma Priya Chitturi

Table of Contents (17) Chapters

Apache Spark for Data Science Cookbook
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
Big Data Analytics with Spark Tricky Statistics with Spark Data Analysis with Spark Clustering, Classification, and Regression Working with Spark MLlib NLP with Spark Working with Sparkling Water - H2O Data Visualization with Spark Deep Learning on Spark Working with SparkR

Installing CaffeOnSpark


Caffe is a fully open source deep learning framework which provides access to deep architectures. The code is written in C++ with CUDA used for GPU computation and supports bindings to Python/NumPy and MATLAB. In Caffe, multimedia scientists and practitioners have an orderly and extensible toolkit for state-of-the-art deep learning algorithms. It provides a complete toolkit for training, testing, fine-tuning and deploying models. It offers expressive architecture, modularity, Python and MATLAB bindings. Caffe also provides reference models for visual tasks.

Getting ready

To step through this recipe, you need Ubuntu 14.04 (Linux flavor) installed on the machine. Also, have Apache Hadoop 2.6 and Apache Spark 1.6.0 installed.

How to do it…

  1. Before installing CaffeOnSpark, install the caffe prerequisites as follows:

          sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev
          libopencv-dev libhdf5-serial-dev protobuf-compiler
          sudo apt-get install...
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