Apache Spark with Scala / Lee, James.

Format:

Video

Author/Creator:

Lee, James, author.

W, Tao, author.

Language:

English

Subjects (All):

Data mining.

Scala (Computer program language).

Application software--Development.

Application software.

Big data.

Spark (Electronic resource : Apache Software Foundation).

Genre:

Electronic videos.

Physical Description:

1 online resource (1 video file, approximately 3 hr., 16 min.)

Edition:

1st edition

Other Title:

Title on title screen: Master Apache Spark with Scala

Place of Publication:

Packt Publishing, 2018.

System Details:

video file

Summary:

Learn Apache Spark and Scala by 12+ hands-on examples of analyzing big data About This Video Apache Spark gives us an unlimited ability to build cutting-edge applications. It is also one of the most compelling technologies of the last decade in terms of its disruption to the big data world. Spark provides in-memory cluster computing which greatly boosts the speed of iterative algorithms and interactive data mining tasks. Apache Spark is the next-generation processing engine for big data. Tons of companies are adopting Apache Spark to extract meaning from massive data sets, today you have access to that same big data technology right on your desktop.Apache Spark is becoming a must tool for big data engineers and data scientists. In Detail 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!

Participant:

Presenter, James Lee.

Notes:

Online resource; Title from title screen (viewed April 11, 2018)

Title from resource description page (Safari, viewed May 14, 2018).

OCLC:

1035765574