| Description |
1 online resource (1 streaming video file (3 hr., 16 min., 19 sec.)) |
| Performer |
Presenter, James Lee. |
| Note |
Title from resource description page (Safari, viewed May 14, 2018). |
| Summary |
"This course covers all the fundamentals of Apache Spark with Scala and teaches you everything you need to know about developing Spark applications with Scala. At the end of this course, you will gain in-depth knowledge about Apache Spark and general big data analysis and manipulations skills to help your company to adapt Apache Spark for building a big data processing pipeline and data analytics applications. This course covers 10+ hands-on big data examples. You will learn valuable knowledge about how to frame data analysis problems as Spark problems. Together we will learn examples such as aggregating NASA Apache web logs from different sources; we will explore the price trend by looking at the real estate data in California; we will write Spark applications to find out the median salary of developers in different countries through the Stack Overflow survey data; we will develop a system to analyze how maker spaces are distributed across different regions in the United Kingdom, and much, much more. This course is taught in Scala. Scala is the next generation programming language for functional programming that is growing in popularity and it is one of the most widely used languages in the industry to write Spark programs. Let's learn how to write Spark programs with Scala to model big data problems today!"--Resource description page |
| Subject |
Spark (Electronic resource : Apache Software Foundation)
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Spark (Electronic resource : Apache Software Foundation) |
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Data mining.
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Scala (Computer program language)
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Application software -- Development.
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Big data.
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Data Mining |
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Exploration de données (Informatique) |
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Scala (Langage de programmation) |
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Logiciels d'application -- Développement. |
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Données volumineuses. |
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Application software -- Development. |
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Big data. |
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Data mining. |
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Scala (Computer program language) |
| Added Author |
Tao W., author.
|
| Note |
Title on title screen: Master Apache Spark with Scala |
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