Spark and Python for Big Data with PySpark

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Spark and Python for Big Data with PySpark, Learn how to use Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more!

Created by Jose Portilla

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What Will I Learn?

• Use Python and Spark together to analyze Big Data
• Learn how to use the new Spark 2.0 DataFrame Syntax
• Work on Consulting Projects that mimic real world situations!
• Classify Customer Churn with Logisitic Regression
• Use Spark with Random Forests for Classification
• Learn how to use Spark's Gradient Boosted Trees
• Use Spark's MLlib to create Powerful Machine Learning Models
• Learn about the DataBricks Platform!
• Get set up on Amazon Web Services EC2 for Big Data Analysis
• Learn how to use AWS Elastic MapReduce Service!
• Learn how to leverage the power of Linux with a Spark Environment!
• Create a Spam filter using Spark and Natural Language Processing!
• Use Spark Streaming to Analyze Tweets in Real Time!