From 0 to 1 : Spark for Data Science with Python [Video]

From 0 to 1 : Spark for Data Science with Python [Video]

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Get your data to fly using Spark for analytics, machine learning and data science​
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Video Details

ISBN 13 9781788625708
Course Length 8 hours 19 minutes

Table of Contents

You, This Course and Us

Video Description

Get your data to fly using Spark for analytics, machine learning and data science Let’s parse that. What's Spark? If you are an analyst or a data scientist, you're used to having multiple systems for working with data. SQL, Python, R, Java, etc. With Spark, you have a single engine where you can explore and play with large amounts of data, run machine learning algorithms and then use the same system to productionize your code.Analytics: Using Spark and Python you can analyze and explore your data in an interactive environment with fast feedback. The course will show how to leverage the power of RDDs and Dataframes to manipulate data with ease. Machine Learning and Data Science : Spark's core functionality and built-in libraries make it easy to implement complex algorithms like Recommendations with very few lines of code. We'll cover a variety of datasets and algorithms including PageRank, MapReduce and Graph datasets.

Style and Approach

A 8 hour high-quality courses available at super low prices to cover Spark, Machine Learning and Data Science

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What You Will Learn

  • Use Spark for a variety of analytics and Machine Learning tasks
  • Implement complex algorithms like PageRank or Music Recommendations
  • Work with a variety of datasets from Airline delays to Twitter, Web graphs, Social networks and Product Ratings
  • Use all the different features and libraries of Spark : RDDs, Dataframes, Spark SQL, MLlib, Spark Streaming and GraphX

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Table of Contents

You, This Course and Us

Video Details

ISBN 139781788625708
Course Length8 hours 19 minutes
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