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Step-by-step instructions walk students through common questions, issues, and tasks; Q-and-As, Quizzes, and Exercises build and test knowledge; "Did You Know?" tips offer insider advice and shortcuts; and "Watch Out!" alerts help students avoid pitfalls. By the time readers finish, they'll be comfortable using Apache Spark to solve a wide spectrum of Big Data problems.
Step-by-step instructions walk students through common questions, issues, and tasks; Q-and-As, Quizzes, and Exercises build and test knowledge; "Did You Know?" tips offer insider advice and shortcuts; and "Watch Out!" alerts help students avoid pitfalls. By the time readers finish, they'll be comfortable using Apache Spark to solve a wide spectrum of Big Data problems.
- PART I: GETTING STARTED WITH APACHE SPARK
- Hour 1: Introducing Apache Spark
- Hour 2: Understanding Hadoop
- Hour 3: Installing Spark
- Hour 4: Understanding the Spark Application Architecture
- Hour 5: Deploying Spark in the Cloud
- PART II: PROGRAMMING WITH APACHE SPARK
- Hour 6: Learning the Basics of Spark Programming with RDDs
- Hour 7: Understanding MapReduce Concepts
- Hour 8: Getting Started with Scala
- Hour 9: Functional Programming with Python
- Hour 10: Working with the Spark API (Transformations and Actions)
- Hour 11: Using RDDs: Caching, Persistence, and Output
- Hour 12: Advanced Spark Programming
- PART III: EXTENSIONS TO SPARK
- Hour 13: Using SQL with Spark
- Hour 14: Stream Processing with Spark
- Hour 15: Getting Started with Spark and R
- Hour 16: Machine Learning with Spark
- Hour 17: Introducing Sparkling Water (H20 and Spark)
- Hour 18: Graph Processing with Spark
- Hour 19: Using Spark with NoSQL Systems
- Hour 20: Using Spark with Messaging Systems
- PART IV: MANAGING SPARK
- Hour 21: Administering Spark
- Hour 22: Monitoring Spark
- Hour 23: Extending and Securing Spark
- Hour 24: Improving Spark Performance
- Index
| Erscheinungsjahr: | 2016 |
|---|---|
| Fachbereich: | Datenkommunikation, Netze & Mailboxen |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: | Kartoniert / Broschiert |
| ISBN-13: | 9780672338519 |
| ISBN-10: | 0672338513 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Aven, Jeffrey |
| Hersteller: | Pearson Education (US) |
| Maße: | 231 x 177 x 38 mm |
| Von/Mit: | Jeffrey Aven |
| Erscheinungsdatum: | 14.11.2016 |
| Gewicht: | 0,926 kg |
- PART I: GETTING STARTED WITH APACHE SPARK
- Hour 1: Introducing Apache Spark
- Hour 2: Understanding Hadoop
- Hour 3: Installing Spark
- Hour 4: Understanding the Spark Application Architecture
- Hour 5: Deploying Spark in the Cloud
- PART II: PROGRAMMING WITH APACHE SPARK
- Hour 6: Learning the Basics of Spark Programming with RDDs
- Hour 7: Understanding MapReduce Concepts
- Hour 8: Getting Started with Scala
- Hour 9: Functional Programming with Python
- Hour 10: Working with the Spark API (Transformations and Actions)
- Hour 11: Using RDDs: Caching, Persistence, and Output
- Hour 12: Advanced Spark Programming
- PART III: EXTENSIONS TO SPARK
- Hour 13: Using SQL with Spark
- Hour 14: Stream Processing with Spark
- Hour 15: Getting Started with Spark and R
- Hour 16: Machine Learning with Spark
- Hour 17: Introducing Sparkling Water (H20 and Spark)
- Hour 18: Graph Processing with Spark
- Hour 19: Using Spark with NoSQL Systems
- Hour 20: Using Spark with Messaging Systems
- PART IV: MANAGING SPARK
- Hour 21: Administering Spark
- Hour 22: Monitoring Spark
- Hour 23: Extending and Securing Spark
- Hour 24: Improving Spark Performance
- Index
| Erscheinungsjahr: | 2016 |
|---|---|
| Fachbereich: | Datenkommunikation, Netze & Mailboxen |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: | Kartoniert / Broschiert |
| ISBN-13: | 9780672338519 |
| ISBN-10: | 0672338513 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Aven, Jeffrey |
| Hersteller: | Pearson Education (US) |
| Maße: | 231 x 177 x 38 mm |
| Von/Mit: | Jeffrey Aven |
| Erscheinungsdatum: | 14.11.2016 |
| Gewicht: | 0,926 kg |
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