Scala and Spark 2 - Getting Started
Requirements
- Computer with 4 GB RAM and 64 bit operating system
- Basic programming skills
This course is primarily to set up development environment to build Scala based Spark applications. As part of this we will see
- Setup Development environment to build highly scalable applications using Scala and Spark
- Demonstration of developing Spark applications using IntelliJ as IDE and Scala as programming language
This course is primarily to set up development environment and get ready to explore Scala and Spark in more detail.
- Any one who want to setup development environment for Scala and Spark
- Introduction03:06
- Setup Java and JDK05:16
- Install Scala with IntelliJ IDE06:53
- Develop Hello World Program using Scala09:07
- Setup sbt and run application HelloWorld04:18
- Add spark dependencies to the application04:31
- Setting up winutils.exe on Windows (64 bit)04:37
- Setup Data Sets - retail_db03:16
- Develop first spark application - Get revenue for each order from order_items07:46
- Build Jar file using sbt02:07
- Download and install Spark using 7z on Windows04:07
- Configure environment variables for Spark on Windows02:12
- Running spark job using spark-shell03:03
- Validating spark job from jar file using spark-submit06:15
- Introduction to Scala05:14
- REPL Overview08:38
- Declaring Variables17:38
- Programming Constructs14:22
- Code Blocks08:25
- Scala Functions - Getting Started18:52
- Scala Functions - Higher Order and Anonymous Functions15:11
- Scala Functions - Operators09:13
- Object Oriented Constructs - Getting Started02:22
- Object Oriented Constructs - Objects20:28
- Object Oriented Constructs - Classes28:49
- Object Oriented Constructs - Companion Objects and Case Classes24:23
- Operators and Functions on Classes14:59
- External Dependencies and Import12:27
- Scala Collections - Getting Started10:50
- Mutable and Immutable Collections11:55
- Sequence (Seq) - Getting Started17:53
- Linear Seq vs. Indexed Seq06:58
- Scala Collections - Primitive Operations17:23
- Scala Collections - Sorting Data14:32
- Scala Collections - Grouping Data14:58
- Scala Collections - Set13:08
- Scala Collections - Map17:54
- Tuples in Scala12:33
![Durga Viswanatha Raju Gadiraju](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 4.2 Instructor Rating
- 8,695 Reviews
- 148,907 Students
- 19 Courses
13+ years of experience in executing complex projects using vast array of technologies including Big Data and Cloud.
I found itversity, llc - a US based startup to provide quality training for IT professionals and staffing as well as consulting solutions for enterprise clients. I have trained thousands of IT professionals in vast array of technologies including Big Data and Cloud.
Building IT career for people and provide quality services to the clients will be paramount to our organization.
As an entry strategy itversity will be providing quality training in the areas of ABCD
* Application Development
* Big Data and Business Intelligence
* Cloud
* Datawarehousing, Databases
- 4.2 Instructor Rating
- 8,695 Reviews
- 147,780 Students
- 19 Courses
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