Data Science: Sparklyr Basics for Beginners

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Artech Learning, LLC.

1:37:36

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1 - Welcome

1 - Introduction.mp4

02:51

2 - Spark and Sparklyr

2 - Introduction.mp4

06:00

3 - Sparklyr Deployment Options.mp4

01:44

4 - Running Spark And R.mp4

03:43

5 - Sparklyr Livy Connections.mp4

04:34

3 - Getting Acquainted

6 - Set Up RStudio.mp4

05:38

7 - Spark Data Tables and R Data References.mp4

02:55

8 - Sparklyr Cheat Sheet.mp4

06:55

4 - Sparklyr And SparkSQL

9 - Dplyr Basics.mp4

06:52

10 - Dplyr Basics 2.mp4

08:07

11 - Dplyr Basics 3.mp4

06:38

12 - Lazy Execution.mp4

06:54

13 - Programming In Dplyr.mp4

05:43

14 - Extending Sparklyr With Replyr.mp4

04:10

5 - HandsOn Analysis Project

15 - Introduction.mp4

02:42

16 - Exploratory Analysis.mp4

06:57

17 - ML Feature Generation 1.mp4

07:20

18 - ML Feature Generation 2.mp4

06:13

6 - Course Summary

19 - Summary.mp4

01:40

7 - Working Files

20 - WorkingFiles.zip

20 - Working Files.html

21 - Thank You.html

Description

Learn to interact with data in Apache Spark through sparklyr and simplify machine learning model implementations.

What You'll Learn?

Learn to perform exploratory data analysis in Spark using sparklyr
Understand the differences between working with data frames in R and Spark
Learn how to connect to Spark locally or to a remote Spark cluster
Learn how to build data products in R that don't rely on storing big data locally
Learn how to interact with data in Apache Spark through sparklyr and Spark SQL

Who is this for?

Web Developers

Software Developers

Anyone who wants to learn Spark

Anyone interested in data science

What You Need to Know?

A PC or Mac

Internet Access

More details

Description
Embark on an enthralling journey through the world of Data Science with our cutting-edge course, "Data Science: Sparklyr Basics for Beginners." Experience the power of Apache Spark, the revolutionary tool that has transformed the landscape of distributed applications, and learn to wield its capabilities to shape the future. This course will equip you with the skills to develop data science solutions that make a tangible impact on real-world industries, unleashing the full potential of data-driven innovation.
In this immersive learning experience, you'll delve into:
Unraveling the intricacies of data frame manipulation in R and Spark, and mastering the art of data management.
Conducting exploratory data analysis in Spark with finesse, employing the versatile sparklyr package.
Seamlessly connecting to Spark, whether locally or remotely, and navigating the powerful Spark cluster with ease.
Crafting sophisticated data products in R that effortlessly handle big data without local storage constraints.
Engaging with Apache Spark data using sparklyr and Spark SQL, harnessing the synergy of these powerful tools.
Upon completing this course, you'll emerge as a skilled Spark practitioner, capable of using it as a big data operating system, implementing advanced analytics on innovative APIs, and effortlessly incorporating Spark into your day-to-day tasks. Don't miss this opportunity to elevate your career in Data Science and join the ranks of those shaping the world through data-driven solutions. Enroll now and seize your chance to make a difference!
Who this course is for:
Web Developers
Software Developers
Anyone who wants to learn Spark
Anyone interested in data science

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