Apache Spark and Scala (Online Classroom-Flexi Pass)
- Offered bySimplilearn
- Private Institute
- Estd. 2010
Apache Spark and Scala (Online Classroom-Flexi Pass) at Simplilearn Overview
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Credential | Certificate |
Future job roles | CRUD, .Net, CSR, Credit risk, Senior Software Developer |
Apache Spark and Scala (Online Classroom-Flexi Pass) at Simplilearn Highlights
- Earn a certificate after complwtio of the course
Apache Spark and Scala (Online Classroom-Flexi Pass) at Simplilearn Course details
- Big Data Analysts
- Data Analysts
- Research Professionals
- Data Scientists
- IT software developers or testers who want to change to Big Data Analytics profile
- Scala programming language
- Spark installation process
- Resilient Distributed Datasets RDD
- SparkSQL
- Spark Streaming features
- Spark ML programming
- GraphX programming
- This course will help students to master the essential skills of the Apache Spark open-source framework and Scala programming language, including Spark Streaming, Spark SQL, machine learning programming, GraphX programming, and Shell Scripting Spark
- In this course students will also understand the role of Spark in overcoming the limitations of MapReduce
Apache Spark and Scala (Online Classroom-Flexi Pass) at Simplilearn Curriculum
Course Overview
Introduction
Course Objectives
Course Overview
Target Audience
Introduction to Spark
Introduction
Objectives
Evolution of Distributed Systems
Need of New Generation Distributed Systems
Introduction to Programming in Scala
Introduction
Objectives
Introduction to Scala
Features of Scala
Using RDD for Creating Applications in Spark
Introduction
Objectives
RDDs API
Features of RDDs
Running SQL Queries Using Spark SQL
Introduction
Objectives
Importance of Spark SQL
Benefits of Spark SQL
Spark Streaming
Introduction
Objectives
Introduction to Spark Streaming
Working of Spark Streaming
Spark ML Programming
Introduction
Objectives
Introduction to Machine Learning
Common Terminologies in Machine Learning
Spark GraphX Programming
Introduction
Objectives
Introduction to Graph-Parallel System
Limitations of Graph-Parallel System
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