All the instructors at edureka are practitioners from the Industry with minimum 10-12 yrs of relevant IT experience. They are subject matter experts and are trained by edureka for providing an awesome learning experience to the participants.
About the course
About the Apache Spark and Scala Online Course
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 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.
What are the objectives of our Online Spark Training Course?
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 analyze 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 Edureka’s CloudLab
- Projects which are diverse in nature covering banking, telecommunication, social media, and government domains
- Rigorous involvement of a SME throughout the Spark Training to learn industry standards and best practices
Scala stands for Scalable languages. Edureka’s Spark and Scala training program is what you need if you are looking to master Spark with Scala. Our course module starts from the beginning and covers every module necessary. With our instructor led sessions and a 24x7 support system, we make sure that you achieve your learning objectives.
CloudLab is a cloud-based Spark and Hadoop environment that Edureka offers with the Spark Training Course where you can execute all the in-class demos and work on real life spark case studies fluently. This will not only save you from the trouble of installing and maintaining Spark and Scala on a virtual machine, but will also provide you an experience of a real big data and spark production cluster. You’ll be able to access the Spark Training CloudLab via your browser which requires minimal hardware configuration. In case, you get stuck in any step, our support team is ready to assist 24×7.
Curriculum Includes -
1. Introduction to Big Data Hadoop and Spark
2. Introduction to Scala for Apache Spark
3. Functional Programming and OOPs Concepts of Scala
4. Deep dive into Apache Spark Framework
5. Playing with Spark RDDs
6. Data frames and Spark SQL
7. Machine Learning using Spark MLib
8. Deep Dive into Spark MLib
9. Understanding Apache Kafka and Apache flume
10. Apache Streaming - Processing Multiple Batches
11. Apache Spark Streaming - Data Sources