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Chapter 1: Big Data Analytics at a 10,000-Foot View

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Page 1: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

Chapter 1: Big Data Analytics at a 10,000-Foot View

Page 2: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 3: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 4: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

Chapter 2: Getting Started with Apache Hadoop and Apache Spark

Page 5: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 6: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 7: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 8: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 9: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 10: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

Chapter 3: Deep Dive into Apache Spark

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Page 12: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 13: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 14: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 15: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 16: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets

Page 17: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 18: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
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Chapter 5: Real-Time Analytics with Spark Streaming and Structured Streaming

Page 21: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 22: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 23: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 24: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 25: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

Chapter 6: Notebooks and Dataflows with Spark and Hadoop

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Page 27: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
Page 28: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time
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Chapter 7: Machine Learning with Spark and Hadoop

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Page 31: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

Chapter 8: Building Recommendation Systems with Spark and Mahout

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Page 34: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

Chapter 9: Graph Analytics with GraphX

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Chapter 10: Interactive Analytics with SparkR

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Page 38: Chapter 1: Big Data Analytics at a 10,000-Foot View...Chapter 3: Deep Dive into Apache Spark Chapter 4: Big Data Analytics with Spark SQL, DataFrames, and Datasets Chapter 5: Real-Time

The Spark Big Data Analytics Platform

THE MISSING PIECE IN COMPLEX ANALYTICS: SCALABLE, LOW ...jegonzal/assets/slides/velox-cidr... · BERKELEY DATA ANALYTICS STACK (BDAS) Spark Spark Streaming Spark SQL BlinkDB GraphX

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Distributed Data Analytics Thorsten Papenbrock Spark Batch ...€¦ · Slide 3 Spark Batch Processing Distributed Data Analytics Thorsten Papenbrock Spark Written in Scala Offers

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Making Analytics Viable in Enterprises: Potential routes ... · Apache Spark for distributed computing Edge Analytics Apache Spark Streaming for low latency analytics Managing Industrial

Apache Spark and Online Analytics

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Analytics Platform Leveraging Apache Spark for …dugi.molaro.be/wp-content/uploads/2017/03/Spark-and-ML.pdf · 2017-03-13 · IBM Analytics Platform Leveraging Apache Spark for IBM