ATOM is a leading training institute that provides training programs in Coimbatore and therefore has been successfully providing the best environment for learning Scala in Tamil Nadu. Since, Atom provides up-to-date syllabus, reliable course materials, highly proficient trainers and an advanced computer lab infrastructure it is considered to be the one of the best institute in South India. Moreover, we have the best-ever placement care as the result of the developed training programs we create. Few of the features of our training are given below:
Syllabus
- Based on the real problems faced by the industry we have created the syllabus.
- Comprehensive advanced concepts are used in formulation of this syllabus based on some popular IDEs of Scala.
- Our primary goal in creating this syllabus is to produce future experts and thus, equip the industry with the man power it requires.
- All the recent developments in this segments are taken in account to create such a comprehensive syllabus..
- Our curriculum Includes writing real time programs in Scala and performing real-time tasks in Spark.
Staff Resources
- Experts with immense experience in the subject matter handle classes..
- Our resources have in-depth understanding of the concepts and the technologies.
- Out tutors possess good communication and soft skills.
- Our tutors also provide emotional and technical support when required.
- We undertake special doubt clarification sessions every week in order to, help our students practice better and understand better.
Infrastructure
- We have an advanced computer lab with updated version of software with some leading IDEs with support.
- We provide student friendly classrooms with digital board to explain concepts.
- Periodical Video Conferencing with the industry experts in various topics, case classes and trouble shooting sessions keeps our students in tempo with what’s happening in the industry.
- Our facilities are Wifi enabled at all times hence, helping the students stay connected at all times.
Placement Support
- We provide 100 % placement assistance to all the students enrolled in this program.
- Highly skilled placement team works round the clock therefore, it facilitate setting up job interviews with leading corporates in this field.
- Our program includes free classes on communication skills, resume preparation and cover letter.
- We conduct mock interviews and sample tests ultimately, to prepare candidates before the interview.
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.
Topics
- Why Scala?
- What is Scala?
- Introducing Scala
- Installing Scala
- Journey – Java to Scala
- First Dive – Interactive Scala
- Writing Scala Scripts – Compiling Scala Programs
- Scala Basics
- Scala Basic Types
- Defining Functions
- 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.
Topics
- Immutability in Scala – Semicolons
- Method Declaration, Literals
- Lists
- Tuples
- Options
- Maps
- Reserved Words
- Operators
- Precedence Rules
- If statements
- Scala For Comprehensions
- While Loops
- Do-While Loops
- Conditional Operators
- Pattern Matching
- Enumerations
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
Topics
- Traits Intro – Traits as Mixins
- Stackable Traits
- Creating Traits Basic OOPS – Class and Object Basics
- Scala Constructors
- Nested Classes
- Visibility Rules
Module 4: Functional Programming in Scala
Learning Objectives – In this module, you will understand functional programming know how for Scala.
Topics
- What is Functional Programming?
- Functional Literals and Closures
- Recursion
- Tail Calls
- Functional Data Structures
- Implicit Function Parameters
- Call by Name
- Call by Value
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
Topics
- 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.
Topics
- Invoking Shell
- Loading a File in Shell
- Performing Some Basic Operations on Files in Shell/li>
- Building a Project with sbt, Building and Running Project with sbt
- Caching Overview, Distributed Persistence
- 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.
Topics
- RDDs
- Transformations in RDD/li>
- Actions in RDD
- Loading Data in RDD
- Saving Data through RDD
- Scala and Hadoop Integration Hands on
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.
Topics
- Why Shark?
- Installing Shark
- Running Shark
- Loading of Data
- Hive Queries through Spark
- Testing Tips in Scala
- Performance Tuning Tips
- 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.
Topics
- Streaming Architecture
- First Streaming Program
- Transformations in Streaming
- Fault tolerance in Streaming
- Check pointing
- Parallelism level
Module 10: Spark Mlib
Learning Objectives – In this module, you will learn about the machine learning concepts in Spark
Topics
- Classification Algorithm
- Clustering Algorithm
- Sequence Mining Algorithm
- Collbrative filtering
Module 11: Spark GraphX
Learning Objectives – In this module, you will learn about Graph Analysis concepts in Spark
Topics
- Graph analysis
- GraphX for graphs
- Graph-parallel computation
Module 12: Project and Installation
Topics
- Installation of Spark and Scala
- Discussion of real time use cases
- Mini project implementation
Apache Spark was maintained by a non-profit corporation called Apache Software Foundation hence, there are no official certification for Apache Spark. However, Atom provides its own certification program. On successful completion of the course the candidates will receive course completion certificates.
When you are studying at the best institute in Coimbatore, you don’t have to worry about certification to get a job or propel your career. Our training program will help you develop your own skill sets in both Apache Spark and Scala, therefore our placement program will ensure that all our candidates get good placement opportunities after completing our course.
On completing our Apache Spark and Scala training program at Atom, our candidates will have many job openings in companies all over the world. Some of the job designations you can apply, are listed below:
- Scala Developer
- Big Data Engineer with Apache Spark skills
- Data Scientist with Apache Spark skills
- Big Data Developer with Scala skills