Apache Spark and Scala Training in Bangalore

Apache Spark is a big data processing framework and its popularity lies in the fact that it is fast, easy to use, and offers sophisticated solutions to data analysis. Its built-in modules for streaming, machine learning, SQL, and graph processing make it useful in diverse Industries like Banking, Insurance, Retail, Healthcare, and Manufacturing.

PrwaTech’s Apache Spark and Scala course are designed to help you become proficient in Apache Spark Development. You will learn about topics such as Apache Spark Core, Motivation for Apache Spark, Spark Internals, RDD, SparkSQL, Spark Streaming, MLlib, and GraphX that form key constituents of the Apache Spark course. With plenty of practice-sessions and exercises, you will master the framework by the end of this course. The course completion certificate will be issued on successful completion of the course and we provide coaching at a very reasonable cost. Register today at our academy and get the free study materials of Apache Spark and Scala.

Why should you have Apache-Spark training in Bangalore?

Spark Training In Bangalore is one of the best education options you can try out with a better outcome. It is a new and more advanced form of computing framework in a cluster pattern in Big Data. Indeed, the processing is possible at a high speed using this framework, no matter how difficult.

Many different libraries work under Apache-Spark technology. And much of the IT sector companies and other industries want to utilize it. This is owing to its beneficial features and when you learn it, you would enjoy certain perks too. The ways in which the Apache-Spark training Bangalore would work out for you are as follows.

  1. Money earning

Many companies concentrate on applying Spark technology for improving their business. Tech giants use AI technologies and Big Data to make their strategies and business plans more advanced. And because of that, other companies want to employ those who understand this technology and apply it effectively.

Thus, they pay more to these employees, and comparatively, their salary is better than other programmers. If you get this training, you can enjoy a stable and lucrative future in your career.

  1. Innovation

After learning from a Spark Training institute in Bangalore, you would gather knowledge on a lot of innovative techniques. There are many built-in libraries inside Spark that help with many processing types like graphs, machines, etc. You would learn more about frameworks like MLib, GraphX, Spark SQL, Keras, and much more through this training process.

  1. Faster Analytics

One of the good characteristics of Spark is how fast the processing speed is during optimizations. Especially when the data gets stored on a disk, using this technology you can sort it quickly. Data scientists can test more accurate models and create dependable data pipelines sooner and more accurately. Thus, when you receive this training, you would gain this expertise.

  1. Higher job demand

With Apache-Spark training in Bangalore, you would have more jobs to apply for. This is because most of the companies, both experienced and newly developing, use this for data analytics. Therefore, they need more developers who know the concept and can work on it.

This is applicable to many industries like e-commerce/retail, enterprise technology, manufacturing, etc. No matter which field you choose, you can utilize your knowledge.

Overall, in the future, Spark, with its many features and real-time effective results, would overtake other technological processes. There is a big demand for programmers who are well-versed in this tech. And if you learn it, your knowledge of analytics processing would grow exponentially, and you would enjoy many profits too.

Best Center to Learn Apache Spark in Bangalore, Karnataka?

The top-rated Apache Spark Training in Bangalore offers classroom training and online tutorial for busy people. In the present scenario, the global business uses Big Data and cloud computing as one of the prime forms of business intelligence, research, and analysis. The way Apache Spark is faster and accurate in computing makes it as preferred business software to work with. Today there is more need for Big Data scientists, business analysts, and developers to do this computing job on cloud platforms or clusters. The Apache Spark certification from the registered institute will help a candidate to find the top data analytic jobs.

What is Apache Spark?

Spark is a worldwide popular open-source cluster computing framework developed by Apache Software Foundation. Hence, the name Apache Spark came along for its licensing and maintenance or updates.

  • Its latest version 2.1.0 was released in December 2016.
  • It is a software type of machine learning algorithms and data analytics.

The Apache Software Foundation released the Apache Spark in the year 2014, and till today it is the most used business software when comes to Big Data analysis. It has been recognized as a top computing software. It has been rated many times as top-rated computing software. It has received many awards for its recognition and usage all over the world.

Where to Get Trained in Apache Spark in Bangalore?

The Apache Spark Training in Bangalore is the rated center by young students, new job seekers, and working professionals for its professionalism in conduction Apache Spark training and certification in Bangalore.

  • They keep qualified tutors from the relevant field of study.
  • They conduct lectures by inviting top working professionals in the Big Data computing domain.
  • They have excellent educational infrastructure such that their students get a dedicated desktop with an internet facility.
  • They provide live projects and case studies.
  • They provide Apache Spark course materials in printed form and soft form for the convenience of its students.
  • They offer great discounts for the candidates who join in live classroom training for Apache Spark.
  • They began the classes from morning 7-AM to 9-PM such that part-time and working professional can come and get trained from their institute.
  • They provide regular assignments for better revision.
  • Their certification on Apache Spark is valid and the best for getting placement in top-notch IT/software companies.
  • They provide free membership to participate in their students’ online forum, which enables you to know about the latest happening in Big Data analytics.

There are many Apache Spark Training in Bangalore, who offer Apache Spark certification program. However, you must select those centers only, which are trusted and have an avast reputation in Bangalore. This you can check online from students’ reviews on various Spark tutorial centers. The registered Apache Spark Training in Bangalore is the best for college going students, new job seekers, and existing working people for a job shift after certifying themselves with the registered center for Apache Spark training in Bangalore.

What is the Latest Spark Scala Course Curriculum?

In the present world, every business uses Big Data computing as the main source of business intelligence. When comes to cloud computing, it needs faster access to data and to compute on multiple platforms. The Scala is a widely-used general-purpose programming language. When it complies with Spark, which is an open-source cluster-computing framework, the Big Data works get more efficient to visualize. The Apache Spark Scala Bangalore offers classroom and online tutorials at an affordable cost. After certifying in Apache Spark Scala, you are more eligible to take up Big Data Analytic jobs globally.

What Are the Prerequisite to Learn Apache Spark Scala?

There are many technical and IT/software institutes offering Apache Spark certification course as an offline and online tutorial. The latest courses are offered as Apache Spark for beginners, intermediate and as advanced courses. However, there is a certain prerequisite required to learn Spark Scala from reputed institutes present in Bangalore.

  • Anyone with functional programming knowledge is eligible to do Apache Spark.
  • People with knowledge of object-oriented programming language are eligible.
  • If you know Scala, Apache Spark is much simple to master.

Apart from the above prerequisite, the person must have an interest in numbers and computing skills. The communication skill is also necessary to take up Data Analytic jobs in top-rated companies.

 

The Latest Curriculum on Apache Spark Scala

The Apache Spark Scala Bangalore course curriculum may differ as per updates happening on Apache Spark and Scala. It is advisable to compare the course curriculum online and joining the Institute, which offers the latest curriculum. The below mentioned are some of the latest curricula which are offered for classroom study and online tutorials in Bengaluru-

 

Introduction to Apache Spark and Scala

  • You will learn the basics of Scala
  • How to use Scala in Spark

 

Scala and OOPS

  • You will learn about Object-oriented programming language
  • You will learn about Object-functional programming techniques

 

Introduction to Big Data and Apache Spark

  • You will learn what Big data is
  • You will come to know how Apache Spark is efficient in computing Big Data

 

Common Operation in Spark

  • You will learn how to manipulate Spark Shell in various operations

 

Resilient Distributed Dataset RDDs

  • You will learn about the basic building block of Spark

 

Spark Streaming and MLlib

  • You will learn about machine learning library and Spark Streaming

 

Spark SQL

  • You will learn about SQL queries

 

Project Work – Apache Spark Scala

  • You can take-up live Spark projects

 

The Apache Spark Training in Bangalore is the right place to learn this general-purpose programming language, which you can implement in any related projects while working in software/IT companies. The students and working people must check their qualifications and computing skills before joining for Apache Spark Scala training cum certification program. After completing this course, you can get better placement and job assistance. The reputed Apache Spark training institute does provide placement assistance on course completion.

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Why Apache Spark Training Institute in [email protected],

We’re India’s Leading Training institute for Apache Spark offering world class courses with 100% Job assistance.

  • Wi-Fi Class Rooms
  • Get trained by the finest qualified professionals
  • 100% practical training
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  • Real-Time Projects
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Upgrade Your Self with Apache Spark Training Institute in Bangalore!!!

The Bangalore IT market, broadly speaking the IT world currently, gets upgraded with ever-renewing technologies every moment. If one doesn’t have much experience of coding and doesn’t have a good hands-on scripting experience but still wants to make a mark in the technical career that too in the IT sector, Apache Spark Training in Bangalore is probably the place one needs to start at. Taking up professional Apache Spark Training in Bangalore is thus the best option to get to the depth of this language. If one doesn’t have much experience of coding and doesn’t have a good hands-on scripting experience but still wants to make a mark in the technical career that too in the IT sector, Apache Spark Training in Bangalore is probably the place one needs to start at. Taking up professional Apache Spark Training Institute in Bangalore is thus the best option to get to the depth of this language.

 

Modules of Apache Spark Training Institute in Bangalore

 

Module 1: Introduction

Learning Objective: In this module, we will learn about Big Data. How Big Data impacts in our social life &how it plays an important role to grow your business. How Hadoop is helpful in managing& processing Big Data. What is the drawback of Map Reduce and why Apache spark came into picture?

 

Topics:

  • Big Data Problems
  • What is Hadoop?
  • Introduction to HDFS
  • Introduction to Map Reduce with Example.
  • What is problem with Map reduce?
  • What is Apache Spark?
  • Why Apache Spark?
  • Map Reduce vs. Apache Spark

 

Module 2: Apache Sparks Installation and its basics

Learning Objective: In this module, we will discuss about how to install and implement spark on your system and also we will learn about What RDD is, it’s creations and RDD operations.

 

Topics:

  • Apache Spark installations in local machine.
  • Apache Spark conf and spark context.
  • RDD creations
  • Operations on RDD
  • RDD transformations functions
  • Operations on RDD
  • RDD transformation functions
  • Map & Flat Map difference
  • Actions on RDD
  • Persistence

 

Module 3: Introduction to Scala

Learning Objective: In this module, we will explore Scala programming language.

 

Topics:

  • Why Scala?
  • Values
  • Variables
  • Basic oops concepts
  • Scala flow control
  • Functions
  • Anonymous Functions
  • Curried function
  • Classes
  • Constructor
  • Inheritance
  • Abstract Classes
  • Traits
  • Collections

 

Module 4: Spark Advance Operations

Learning Objectives: In this module, will learn about spark operations such as transformations and actions, what are shared variables and many more things.

 

Topics:

  • Working with RDD key-value
  • RDD joins
  • Shared variables
  • Broadcast variables
  • Accumulators

 

Module 5: Apache Spark Architecture

Learning Objective: In this module, we will be learning a Spark Internals execution details, how actually spark works, spark’s execution flow and spark architecture.

 

Topics:

  • Apache Spark Cluster Details
  • Apache Spark Standalone Mode cluster
  • Running Spark application in Standalone mode cluster
  • Summary of RDD sizes and memory usage.
  • Spark web UI.
  • Apache Spark internals
  • Apache Spark execution flow.
  • DAG: Logical graph of RDD operations
  • Tasks
  • Stages
  • Scheduler
  • Types of RDD transformations

 

Module 6: Spark SQL

Learning Objective: In this module, we will learn about SQL kind of operations in Spark.

 

Topics:

  • SQL Context
  • Data Frame Creations
  • Creating temporary tables
  • Parquet tables
  • Loading and processing csv file
  • Loading and processing json file
  • Writing Data to local file system.

 

Module 7:  Spark Streaming

Learning Objective: In this module, we will cover few concepts of Spark streaming describe basic and advanced concepts, How stateless and stateful operations workand window, join operations.

 

Topics:

  • What is streaming
  • Why streaming
  • Discretized Streams
  • Transformations on DStreams
  • Streaming Example

 

Module 8: Machine Learning using Spark

Learning Objective: Spark MLlib allows us to perform machine learning in Apache Spark. MLlib consists some popular algorithms and utilities. Learn why machine learning is required, different Machine Learning techniques/algorithms, and SparK MLlib.

 

Topics:

  • What is Machine Learning?
  • Machine learning current use cases
  • Type of machine learning
  • Terminologies
  • Problem with traditional analytical tools
  • Supervised learning using Spark with example
  • Unsupervised learning using Spark with example

 

FREQUENTLY ASKED QUESTIONS

1.Does Prwatech provide Placement assistance?

Answer: Yes, we do have a 100% Placement assistance program with us whoever completes Apache Spark Training Institute in Bangalore with us can get it.

2.What are the types/ Modes of Training available?

Answer: Prwatech, Providing two modes of Training for those who are willing to join Apache Spark Training Institute in Bangalore i.e. Classroom Training mode & Online classes. So one can choose the best & comfortable option.

3.Do Prwatech Provide Course Certification?

Answer: Yes, We do provide the Apache Spark Course which helps to provide advanced certification to the candidates who all are the complete courses with us.

4.Do Prwatech Provide Video tutorials?

Answer: yes, we do have dedicated YouTube Channel where one can easily get all our Training videos easier.

https://prwatech.in/apache-spark-training-institute-in-bangalore/

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