Spark | Philipp Brunenberg
Philipp Brunenberg
Looking to learn Apache Spark? You’re in the right place! I create content to help you grasp the framework's internals and develop high-quality code. With 10 years of experience as a freelance data engineer, I’m here to share everything I know and guide you on your journey to mastering Spark.
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- 1 | Spark with Scala Course - Intro: Learning Spark 00:01:45
- 2 | Spark with Scala Course - #1 Setting up a development environment using IntelliJ, SBT, Scala & Spark 00:07:00
- 3 | Spark with Scala Course - #2 First Application: Read csv and show action 00:15:27
- 4 | Spark with Scala Course - #3 Data types, exploring and inferring the schema 00:06:13
- 5 | Spark with Scala Course - #4 The Dataset API 00:06:38
- 6 | Spark with Scala Course - #5 Referencing Columns 00:06:53
- 7 | Spark with Scala Course - #6 Column Functions 00:10:45
- 8 | Spark with Scala Course - #7 Column Functions II 00:05:48
- 9 | Spark with Scala Course - #8 SQL Expressions 00:10:19
- 10 | Spark with Scala Course - #9 Assignment I 00:12:20
- 11 | Spark with Scala Course - #10 What is Spark? 00:08:36
- 12 | Spark with Scala Course - #11 GroupBy, Sort & Aggregations 00:11:02
- 13 | Spark with Scala Course - #12 Window Functions 00:06:32
- 14 | Spark with Scala Course - #13 Partitions, AST, Logical Plan & Optimizations 00:13:05
- 15 | Spark with Scala Course - #14 If you want to be pro, do this ... 00:03:14
- 16 | Spark with Scala Course - #15 On testable code & our first test 00:11:14
- 17 | Spark with Scala Course - #16 Writing a DataFrame test case 00:17:27
- 18 | Spark with Scala Course - Outro: Continue Your Journey 00:01:17
تقييمات الطلاب
( 5 من 5 )
١ تقييماتYoutube
18-10-2024
Apache Spark & Scala Course: Step-by-step from Beginner to Pro [Hands-on, code demos, examples, Tutorial, Workshop]
#apachespark #dataengineering #dataengineer #softwareengineering #livecode #scala
If you want to become a pro-level data engineer, check out my Apache Spark coaching in my academy: https://academy.philipp-brunenberg.de
Sign up for the newsletter: https://newsletter.philipp-brunenberg.de
In this free video course, you will learn to develop professional Apache Spark applications by following easy step-by-step examples. We'll start from the very beginning by setting up a local development environment. Subsequently, I'll show you how to use the Spark SQL API in small practical code examples. You will also learn where you can find the documentation and how to read it, so that you can obtain required information yourself.
Other topics covered:
- Testing your Spark applications
- Debugging your Spark applications
- Understanding the fundamental concepts of Spark
- Learning how to develop high-quality code.