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Hands-on machine learning with Scala and Spark

Author: Tomasz Lelek
Publisher: [Place of publication not identified] : Packt Publishing, 2019.
Edition/Format:   eVideo : Clipart/images/graphics : EnglishView all editions and formats
Summary:
"In this course we will go through day-to-day challenges that programmers face when implementing ML pipelines and consider different approaches and models to solve complex problems. You will learn about the most effective machine learning techniques and implement them in your favor. You will implement algorithms in practical hands-on projects, building data models and understanding how they work by using different  Read more...
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Details

Material Type: Clipart/images/graphics, Internet resource, Videorecording
Document Type: Internet Resource, Computer File, Visual material
All Authors / Contributors: Tomasz Lelek
OCLC Number: 1090069439
Notes: Title from resource description page (Safari, viewed March 15, 2019).
Performer(s): Presenter, Tomasz Lelek.
Description: 1 online resource (1 streaming video file (1 hr., 42 min., 10 sec.)) : digital, sound, color
Responsibility: Tomasz Lelek.

Abstract:

"In this course we will go through day-to-day challenges that programmers face when implementing ML pipelines and consider different approaches and models to solve complex problems. You will learn about the most effective machine learning techniques and implement them in your favor. You will implement algorithms in practical hands-on projects, building data models and understanding how they work by using different types of algorithm. Each section of the course deals with a specific machine learning problem and analysis and gives you insights by using real-world datasets. By the end of this course, you will be able to take huge datasets, extract features from it, and apply a machine learning model that is well suited to your problem."--Resource description page.

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