Enterprise Scala with Spark
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About This Course
Course Description
Learn about Scala and enterprise integration in a professional-grade Data Science environment.
Enterprise Data Science is a wide-ranging field built on many core technologies and paradigms that combine to provide a robust solution. Some of these technologies and/or practices include ETL, Data Engineering, Machine Learning, Network/Grid/Cloud engineering, and Business Rules.
This course explores some of these areas and provides experienced developers with a ‘big-picture’ understanding of how these technologies fit together for a professional-grade enterprise Data Science environment. You’ll learn Scala and Functional programming as well as Spark and Enterprise Integration techniques in a “breadth”-based approach for maximum exposure into the world of Enterprise Data Science. The course has several hands-on labs integrated throughout the training, but additional “depth”-based learning should be expected after this class to master Enterprise Data Science.
Learning Objectives
Essential Scala programming, leveraging your existing OO development experience
How to write essential Spark programs and perform exploratory data analysis in Scala and the Spark shell
Work with Spark Core
Work with NoSQL
How to write programs for Spark Streaming in Scala
Inclusions
- Instructor-led training
- Training Seminar Student Handbook
- Collaboration with classmates (not currently available for self-paced course)
- Real-world learning activities and scenarios
- Exam scheduling support*
- Enjoy job placement assistance for the first 12 months after course completion.
- This course is eligible for CCS Learning Academy’s Learn and Earn Program: get a tuition fee refund of up to 50% if you are placed in a job through CCS Global Tech’s Placement Division*
- Government and Private pricing available.*
Pre-requisites
- Experience in Java development, object-oriented enterprise applications at a basic level
- Familiarity with Eclipse
- Be comfortable with the Linux/Unix command line, including editing text files
Target Audience
- Data Scientists and Developers
Curriculum
43 Lessons40h
1. Functional Programming in Scala
Functional Programming
Scala Overview
Scala vs. Python vs. Java vs. R
REPL in Scala
Installing Scala
Hello, Scala
2. Introduction to Scala
3. Spark Core
4. Working with NoSQL
5. Spark Streaming
6. ML Lib
7. Enterprise Integration
Your Instructors
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$2,495.00
40 hours
Inclusions
- Instructor-led training
- Training Seminar Student Handbook
- Collaboration with classmates (not currently available for self-paced course)
- Real-world learning activities and scenarios
- Exam scheduling support*
- Enjoy job placement assistance for the first 12 months after course completion.
- This course is eligible for CCS Learning Academy’s Learn and Earn Program: get a tuition fee refund of up to 50% if you are placed in a job through CCS Global Tech’s Placement Division*
- Government and Private pricing available.*
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