Prerequisites
- There are no such prerequisites for our Spark Scala Certification Training. However, prior knowledge of Java Programming and SQL will be helpful but is not at all mandatory.
Learning objectives
Spark Certification Training is designed by industry experts to make you a Certified Spark Developer. The Spark Scala Course offers:
- Overview of Big Data & Hadoop including HDFS (Hadoop Distributed File System), YARN (Yet Another Resource Negotiator)
- Comprehensive knowledge of various tools that fall in Spark Ecosystem like Spark SQL, Spark MlLib, Sqoop, Kafka, Flume and Spark Streaming
- The capability to ingest data in HDFS using Sqoop & Flume, and analyse those large datasets stored in the HDFS
- The power of handling real time data feeds through a publish-subscribe messaging system like Kafka
- The exposure to many real-life industry-based projects which will be executed using LSIs CloudLab
- Projects which are diverse in nature covering banking, telecommunication, social media, and govenment domains
- Rigorous involvement of a SME throughout the Spark Training to learn industry standards and best practices
Curriculum
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Introduction to Big Data Hadoop and Spark
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Introduction to Scala for Apache Spark
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Functional Programming and OOPs Concepts in Scala
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Deep Dive into Apache Spark Framework
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Playing with Spark RDDs
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DataFrames and Spark SQL
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Machine Learning using Spark MLlib
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Deep Dive into Spark MLlib
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Understanding Apache Kafka and Apache Flume
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Apache Spark Streaming - Processing Multiple Batches
Instructor
1 Review
23 Students
24 Courses
sureshinfotechservices
FAQs
Apache Spark Certification Training Course is designed to provide you with the knowledge and skills to become a successful Big Data & Spark Developer. This Training would help you to clear the CCA Spark and Hadoop Developer (CCA175) Examination.
You will understand the basics of Big Data and Hadoop. You will learn how Spark enables in-memory data processing and runs much faster than Hadoop MapReduce. You will also learn about RDDs, Spark SQL for structured processing, different APIs offered by Spark such as Spark Streaming, Spark MLlib. This Scala online course is an integral part of a Big Data Developer’s Career path. It will also encompass the fundamental concepts such as data capturing using Flume, data loading using Sqoop, messaging system like Kafka, etc.
Who should take this Apache Spark Certification Course?
Market for Big Data Analytics is growing tremendously across the world and such strong growth pattern followed by market demand is a great opportunity for all IT Professionals. Here are a few Professional IT groups, who are continuously enjoying the benefits and perks of moving into Big Data domain.
• Developers and Architects
• BI /ETL/DW Professionals
• Senior IT Professionals
• Testing Professionals
• Mainframe Professionals
• Freshers
• Big Data Enthusiasts
• Software Architects, Engineers, and Developers
• Data Scientists and Analytics Professionals
The stats provided below will provide you a glimpse of growing popularity and adoption rate of Big Data tools like Spark in the current as well as upcoming years:
56% of Enterprises Will Increase Their Investment in Big Data over the Next Three Years – Forbes
McKinsey predicts that there will be a shortage of 1.5M data experts
Average Salary of Spark Developers is £110k
According to a McKinsey report, US alone will deal with shortage of nearly 190,000 data scientists and 1.5 million data analysts and Big Data managers by 2025
As you know, nowadays, many organisations are showing interest in Big Data and are adopting Spark as a part of solution strategy, the demand of jobs in Big Data and Spark is rising rapidly. So, it is high time to pursue your career in the field of Big Data & Analytics with our Spark and Scala Certification Training Course.
