Apache Spark and Scala Training - Best Training Institute in Bangalore
If you are searching for the best Apache Spark and Scala training in Bangalore, then you have found the right place which is Upshot Technologies in BTM Layout, Bangalore. Our Apache Spark and Scala training is the one of the few training courses in Bangalore even though Scala is around for more than a decade in software industry. Our course on Apache Spark and Scala has an up-to-date syllabus, skilled trainers, accurate study materials and an advanced computer lab. With all features, we have earned the title “best Apache Spark and Scala training institute in Bangalore”.
About Apache Spark:
Spark is a fast, open-source and general engine for large scale data processing which is maintained by Apache Software Foundation.
It enables the user to do cluster-computing and speeds up the process dramatically. For example, it can run programs up to 100 times faster than Hadoop MapReduce.
It combines the concepts of SQL, Machine learning and Graphs by including libraries called Spark SQL, MLlib for machine learning, GraphX, and Spark Streaming.
Spark can run on Hadoop, Mesos and Kubernetes or it can run standalone or in the cloud and it can access data sources like HDFS, Cassandra, HBase, and Amazon’s S3.
Scala is a general-purpose programming language designed intentionally to overcome the criticisms of Java language.
The name “Scala” is a combination of words “Scalable” and “language” which represent its ability to grow with the demand.
Scala provides language interoperability with Java which means the libraries written in both languages can be used in each other and scala code can run on Java Virtual Machine.
It supports functional and object-oriented programming paradigms and a strong static type system which can support algebraic data types, higher-order and anonymous types.
Upshot Technologies is one of the leading training institutes in Bangalore and has been successfully providing the best Apache Spark and Scala training in Bangalore. Our training includes a visionary syllabus, experienced trainers, simple and accurate content, a state-of-the-art computer lab and the best-ever placement care. With all these facilities and 100% placement record, we have earned the title “best Apache Spark and Scala training institute in Bangalore”. Some of the remarkable qualities of our training are given below:
Crafted by experts after investigating the problems faced by the industry.
Comprehensive with all the concepts used in Apache Spark and Scala and some popular IDEs of Scala.
Developed to produce skilled professionals in Apache Spark and Scala who are in great demand in the industry.
Updated often to include all the recent developments in Apache Spark and Scala.
Includes performing real-time tasks in Spark and writing programs in Scala for practice.
Professionals with experience and expertise in Apache Spark and Scala.
Have in-depth understanding of the concepts and the technologies used in Apache Spark and the concepts used in Scala.
Passionate teachers with good communication and soft skills.
Take special doubt clarification sessions every week to help our students understand better and practice better.
Provide technical guidance or emotional support to the students who need them.
Up-to-date computer lab with the latest version of Apache Spark and Scala and some popular IDEs of Scala.
Projector-friendly smart classrooms to explain the concepts used and some examples in Apache Spark and Scala.
Video-conferencing enabled lecture halls to provide online lectures by leading experts in Apache Spark and Scala.
Free high-speed Wi-Fi to help our students learn more about Apache Spark and Scala.
Guaranteed jobs for all the students who successfully complete our Apache Spark and Scala training.
Dedicated placement team will ensure that all our students have got their dream job.
Includes free classes on communication skills, preparing resumes and cover letter.
Conducts a lot of mock tests and interviews to prepare our students clear the selection process.
Arranges campus recruitment and direct interviews to help our students.
Other miscellaneous benefits of our Best Apache Spark and Scala training in Bangalore are given below:
Flexible batch timings on both weekdays and weekends to suit for all the people who want to learn Apache Spark and Scala.
Reasonable fees that help people from all the classes of society to join our training.
Error-free and extensive study materials to complement our training and the class notes.
Access to our online resources that has all the available information about Apache Spark and Scala.
Corporate training and special 1-to-1 training are available if you want to proceed.
Spark & Scala Course Content
Module 1: Introduction to Scala
Learning Objectives – In this module, you will understand basic concepts of Scala, motives towards learning a new language and get your set-up ready.
What is Scala?
Journey – Java to Scala
First Dive – Interactive Scala
Writing Scala Scripts – Compiling Scala Programs
Scala Basic Types
IDE for Scala, Scala Community
Module 2: Scala Essentials
Learning Objectives – In this module, you will learn essentials of Scala that are needed to work on it.
Immutability in Scala – Semicolons
Method Declaration, Literals
Scala For Comprehensions
Module 3: Traits and OOPs in Scala
Learning Objectives – In this module, you will understand implementation of OOPs concepts in Scala and use Traits as Mixins
Module 4: Functional Programming in Scala
Learning Objectives – In this module, you will understand functional programming know how for Scala.
Module 5: Introduction to Big Data and Spark
Learning Objectives – In this module, you will understand what is Big Data, it’s associated challenges, various frameworks available and will get the first hand introduction to Spark
Introduction to Big Data
Challenges with Big Data
Batch Vs. Real Time Big Data Analytics
Batch Analytics – Hadoop Ecosystem Overview
Real Time Analytics Options, Streaming Data – Storm
In Memory Data – Spark
What is Spark?
Modes of Spark
Spark Installation Demo
Overview of Spark on a cluster
Spark Standalone Cluster
Module 6: Spark Baby Steps
Learning Objectives – In this module, you will learn how to invoke Spark shell and use it for various common operations.
Invoking Spark Shell
Loading a File in Shell
Performing Some Basic Operations on Files in Spark Shell
Building a Spark Project with sbt, Building and Running Spark Project with sbt
Caching Overview, Distributed Persistence
Spark Streaming Overview
Example: Streaming Word Count
Module 7: Playing with RDDs
Learning Objectives – In this module, you will learn one of the building blocks of Spark – RDDs and related manipulations for implementing business logics.
Module 8: Shark – When Spark meets Hive ( Spark SQL)
Learning Objectives – In this module, you will see various offspring’s of Spark like Shark, SparkSQL and Mlib. This session is primarily interactive for discussing industrial use cases of Spark and latest developments happening in this area.
Loading of Data
Hive Queries through Spark
Testing Tips in Scala
Performance Tuning Tips in Spark
Shared Variables: Broadcast Variables
Shared Variables: Accumulators
Module 9: Spark Streaming
Learning Objectives – In this module, you will learn about the major APIs that Spark offers. You will get an opportunity to work on Spark streaming which makes it easy to build scalable fault-tolerant streaming applications.
Module 10: Spark Mlib
Learning Objectives – In this module, you will learn about the machine learning concepts in Spark
Module 11: Spark GraphX
Learning Objectives – In this module, you will learn about Graph Analysis concepts in Spark
Module 12: Project and Installation
Since Apache Spark was maintained by a non-profit corporation called Apache Software Foundation, there are no official certification for Apache Spark. However, there are other industry-standard certifications available. Our training covers all the relevant information needed to clear any certification related to Apache Spark. Some of the certifications are
And Scala was maintained by Scalacenter (not-for-profit center at EPFL) and Lightbend Inc. (company created to provide commercial support, training, and services for Apache Spark and Scala). So, there are no official certifications available for Scala till now.
However when you are studying at the best Apache Spark and Scala training institute in Bangalore, you don’t have to worry about certification to get a job or propel your career. Our training will help you develop your own projects in both Apache Spark and Scala which will validate your skills and make a strong case for your selection at the recruitment process. And our placement training will ensure that all our students have got a great job as soon as they complete our training. This is one of benefits of studying at the best Apache Spark and Scala training institute in Bangalore.
After completing the best Apache Spark and Scala training in Bangalore, our students will have numerous job openings in countries all over the world. Some of the job designations you can apply, are listed below:
Apart from the jobs profiles given above, many other career options are also available such as getting promoted, switching job to a new company and teaching Apache Spark and Scala at training institutes or online. Whatever our students wish for, our placement team will help the students to achieve their wish before leaving Upshot technologies – the best Apache Spark and Scala training institute in Bangalore.