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Apache Spark Training in Hyderabad

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100% Placement Assistance

Apache Spark Training in Hyderabad - Next Batch

Trainer NameMr. Venkatesh (Certified Trainer)
Trainer Experience15+ Years
Next Batch Date19-04-2023 (8:00 AM IST)
Training Modes:Online Training (Instructor Led)
Course Duration:30 Days
Call us at:+91 81868 44555
Email Us at:brollyacademy@gmail.com
Demo Class Details:ENROLL FOR A FREE DEMO CLASS

Apache Spark Course Curriculum

  • Introduction To Spark and Hadoop Platform
  • Overview of Apache Hadoop
  • Overview of Apache Spark
  • Data, Locality, Ingestion and Storage
  • Analysis and Exploration
  • Other Ecosystem Tools
  • Functional Programing Vs Object Orient Programing
  • Scalable Language
  • Overview of Scala
  • Getting Started With Scala
  • Scala Background, Scala Vs Java and Basics
  • Running the Program with Scala Compiler
  • Explore the Type Lattice and Use Type Inference
  • Define Methods and Pattern Matching
  • Ubuntu 14.04 LTS Installation VMware Player
  • Installing Hadoop
  • Apache Spark, JDK-8, Scala and SBT Installation
  • Why we need HDFS
  • Apache Hadoop Cluster Components
  • HDFS Architecture
  • Failures of HDFS 1.0
  • Reading and Writing Data in HDFS

Fault Tolerance

  • Configuring Apache Spark
  •  
  • Scala Setup on Windows and UNIX
  • Java Setup
  • SCALA Editor
  • Interprepter
  • Compiler
  • Benefits of Scala
  • Language Offerings
  • Type Inferencing
  • Variables, Functions and Loops
  • Control Structures
  • Vals, Arrays, Lists, Tuples, Sets, Maps
  • Traits and Mixins
  • Classes and Objects
  • First class Functions
  • Clousers, Inheritance, Sub classes, Case Classes
  • Modules, Pattern Matching, Exception Handling, FILE Operations
  • Batch Versus Real-time Data Processing
  • Introduction to Spark, Spark Versus Hadoop
  • The Architecture of Spark
  • Coding Spark Jobs in Scala
  • Exploring the Spark Shell to Creating Spark Context
  • RDD Programming
  • Operations on RDD
  • Transformations and Actions
  • Loading Data and Saving Data
  • Key Value Pair RDD
  •  
  • Spark Streaming
  • MLlib
  • GraphX
  • Spark SQL
  •  
  • What is Apache Spark?
  • Starting the Spark Shell
  • Getting Started with Datasets and Data Frames
  • Data Frame Operations
  • Apache Spark Overview and Architecture
  •  
  • RDD Overview
  • RDD Data Sources
  • Creating and Saving RDDs
  • RDD Operations
  • Transformations and Actions
  • Converting Between RDDs and Data Frames
  • Key-Value Pair RDDs
  • Map-Reduce Operations
  •  
  • Overview About Spark Documentation
  • Initializing Spark Job
  • Create Resilient Distributed Data Sets
  • Previewing Data from RDD
  • Transformations Overview
  • Level Transformations Using Map and Flat Map
  • Filtering the Data
  • Inner Join and Outer Join
  •  
  • Writing a Spark Application
  • Building and Running an Application
  • Application Deployment Mode
  • The Spark Application Web UI
  • Configuring Application Properties
  •  
  • RDD Partitions
  • Stages and Tasks
  • Job Execution Planning
  • Data Frame and Dataset Persistence
  • Persistence Storage Levels
  • Viewing Persisted RDDs
  • Difference Between RDD, Data Frame and Dataset
  • Common Apache Spark
  •  
  • Different Interfaces to Run Hive Queries
  • Create Hive Tables and Load Data in Text File Format & ORC File Format
  • Using Spark-Shell to Run Hive Queries or Commands
  •  

Key Points of Apache Spark Training in Hyderabad

What is Apache Spark ?

What is it used for?

Who should learn this?

About Apache Spark Training in Hyderabad

Apache Spark developed by Apache Software Foundation has turned out to be the fast and scalable open-source analytics tool for Big Data Analytics that can be used to solve data analysis problems in big data.

It is a unique cluster computing framework for big data analytics which gives one unique integrated API by developers for the purpose of data scientists and data analysts to perform different tasks. 

Spark is a unified analytics engine for big data processing, with built-in modules for Streaming, SQL, Machine Learning and Graph Processing. 

Apache Spark is also compatible with several other programming languages such as – Java, Python, R and Scala and that makes it easy for data engineers and developers to deploy. 

Brolly Academy offers Apache Spark training in Hyderabad with certification and have a team of highly skilled professionals who are very much familiar with the technology and it’s implementation. 

Our Apache Spark Training course is designed to equip you with the best skills and includes topics like – 

  • Introduction to Apache Spark
  • Implementing Spark on a cluster
  • Scala programming language and its concepts
  • Writing Spark applications in Python, Java, and Scala
  • Spark streaming
  • Scala and Java interoperability
  • Difference between Spark and Hadoop 
  • DStreams, Streaming 
  • Spark GraphX 
  • Spark SQL, Machine Learning libraries (Mllib) and more. 

After completing the Apache Spark certification training program, you will receive a certificate certifying your expertise in Apache Spark and this certificate will be sent to you once you complete all the training modules.

Our trainers provide students with a technical and theoretical understanding of their craft so that learning becomes easier. 

We offer both online and in-person training courses, as well as a placement program that includes an intensive interview preparation workshop.

Enroll with us to get the most comprehensive Apache Spark training in Hyderabad.

Modes of Training

  • Apache Spark Course (Online)

    With the help of our Apache Spark online training program, students can learn at their own pace and from anywhere with access to our e-learning platform. Our online course provides both a broad overview of key concepts as well as more advanced features, allowing students to attend training at their own pace. In this training you will learn how to use Spark Streaming, Spark SQL, Spark RDD, and Spark Machine Learning libraries (Spark MLlib) to analyze real-time data.

  • Apache Spark Learning (offline) -

    Our Apache Spark classroom training at our Ameerpet and KPHB centers provides real-world scenarios, hands-on experience, and personalized coaching from Apache Spark Certified Trainers. Our classroom training draws on real-world applications to help students gain experience with what they will encounter in the workplace. We’ve included a number of practical examples, case studies, and exercises that demonstrate the concepts of Spark Architecture with live expert guidance and assistance.

  • Apache Spark Advanced Tutorial (self-paced)

    With the guidance of our Apache Spark’s self-paced video course you will get real-world skills by walking through the process step-by-step. The video course is self-paced, so you can learn at your own speed and convenience. Our expert trainers will provide doubt clarification sessions to help students address questions and concerns. A digital Apache Spark course completion certificate will be generated upon the successful completion of all the course modules.

Why choose us for Apache Spark Training in Hyderabad?

  • Qualified Trainers

    Our Apache Spark instructors are among the most knowledgeable in Big Data field, and you will benefit from this expertise. They will share their expertise about the key concepts in technology, and teach both current and emerging skills. They’ve spent years training professionals and students alike.

  • Virtual Learning Sessions

    Our Apache Spark virtual classes are engaging and informative with videos that allow you to learn the advanced concepts of Apache Spark architecture from experienced instructors who are experts in their field. We offer both Self-paced video course training as well as online training sessions in Apache Spark.

  • Career Counseling

    We provide our students with the knowledge that need and help them develop their skills that will prepare them for a career along with additional career counseling. This helps to maximize their knowledge and grip in the competitive market of the big data field.

  • Compact Training Batches

    At Brolly Academy we take in only 10 students per batch and provide them with a highly personalized and rigorous training program. Our training batches are compact and highly focused on providing top notch training facilities for freshers & working professionals with real time project scenarios.

  • Lifetime accessibility

    A comprehensive lifetime learning management system for Apache Spark is designed to help you learn about the latest Apache Spark concepts and stay current on industry developments and comes with lifetime access and availability. We have designed an in-depth course that meet job requirements and criteria of Apache Spark.

  • Affordable Fees

    We charge basic course fees to offer the best Apache Spark training in Hyderabad by expert trainers who impart quality training that can be availed by everyone. We focused on understanding each student’s needs and requirements by providing them an affordable learning experience that will improve their skills.

Testimonials for Apache Spark Training

Jeenal

I joined Brolly Academy for the Spark online course and it was the best experience. I enjoyed the course very much and I learned a lot from it. The instructors were very knowledgeable and very experienced in the Apache Spark field. I would highly recommend this course for anyone who wants to get started with Apache Spark.

Manu

The Apache Spark course offered by Brolly academy is so good as they have a great training staff and the course is very well organized. The instructors are very experienced, knowledgeable and friendly. They provide individual attention to each student and help them with their queries which is a great thing.

Dexter

I enrolled for the Apache Spark video course and found it so helpful and easy. The classroom recordings were so clear and the instructors were very well versed with the subject. They explained each and every concept so well that it was easy to understand even the toughest of topics. The course content is also very detailed and covers everything related to Apache Spark.

Dipika Gouda

Apache Spark online course training in hyderabad at brolly academy is the best. The classes were taken regularly at convenient timings and the instructors were very patient and helpful. I did not feel like I was learning something new, but it felt more like an update on my existing knowledge base. I would recommend anyone looking to take up Apache Spark online course training in hyderabad from this institute.

Abhimanyu Samantray

Brolly Academy's Apache Spark placement assistance in Hyderabad is so useful. They train and prepare you with mock interviews and also help with the interview process. They also gave me additional tips that helped me alot during my interviews. I would recommend brolly academy's Apache Spark training n Hyderabad to anyone who is looking for a career in the big data industry.

Jotika Patra

The Apache Spark course is designed in such a way that it gives you everything you need to know about the subject and makes sure your understanding is clear before moving on to the next topic. The course is very concise, but it covers everything you need to know. The instructors are very knowledgeable and are able to answer any questions you may have. The batches are small enough that you get plenty of one-on-one time with the instructor and other students in your class.

Apache Spark Certification

For Big Data Analytics Apache Spark has turned out to be the fastest-growing tool and it has been adopted by many companies worldwide.

There are many organizations provides Apache Spark certifications online and this certification programs are available for professionals who want to demonstrate their skills and career in the Apache Spark framework. 

Learning about some of the most popular Apache Spark certifications can help you choose one that matches your career goals and also a proper certification would help you increase your earning potential

Here are five Apache Spark certifications that you can explore – 

What are they?

  • Databricks Certified Developer for Apache Spark
  • HDP Certified Apache Spark Developer
  • Cloudera Spark and Hadoop Developer
  • MapR Certified Spark Developer
  • O’Reilly Developer Apache Spark Certification

Exam Details – 

Key details about the certification exam – 

Exam Name – Databricks Certified Developer for Apache Spark 

  • Exam Fee – $200 (Testers might be subjected to tax payments depending on their location)
  • Eligibility/Pre-Requisite – Candidate must have a working knowledge of either Python or Scala
  • Exam Duration – 2 hours
  • Exam Language – English
  • Programming Language – Python and Scala 
  • Certification Validity – 2 years
  • Number of Questions – 60 multiple-choice questions
  • Exam Format – The questions will be distributed by high-level topic in the following way – 
  • Apache Spark Architecture Concepts – 17% (10/60)
  • Apache Spark Architecture Applications – 11% (7/60)
  • Apache Spark DataFrame API Applications – 72% (43/60)

Exam Name – HDP Certified Apache Spark Developer 

  • Exam Code – HDPCSD
  • Exam Fee – $250 USD
  • Eligibility/Pre-Requisite – No
  • Exam Duration – 2 hours
  • Exam Language – English
  • Exam Format – Multiple Choice and Multi-Response Questions
  • Exam Form – Computer Based Exam
  • Exam Paper – Computer Based
  • Exam Type – Developer
  • Type of Questions – There will be 7-8 tasks (performance based test) given from which candidate have to do at least 6 tasks in 2 hours.

Exam NameCloudera Spark and Hadoop Developer 

  • Exam CodeCCA-175
  • Exam FeeUS$295
  • Eligibility/Pre-Requisite – No
  • Exam Duration – 2 hours
  • Exam Language – English
  • Exam Format – You need to solve a particular scenario, in some cases a tool (Impala or Hive) may be used and coding is required in most of the cases.
  • Passing Score – 70%
  • Number of Questions –  8–12 performance-based (hands-on) 

Exam Name – MapR Certified Spark Developer

  • Exam Code – (MCSD)
  • Exam Fee – US$250
  • Eligibility/Pre-Requisite – Candidate must have prior programming experience with both Java and Scala.
  • Exam Duration – 2 hours
  • Exam Language – English
  • Number of Questions – 60 to 80 questions based on programming

Exam Name – O’Reilly Developer Apache Spark Certification

  • Exam Fee – $300
  • Eligibility/Pre-Requisite – No
  • Exam Duration – 1 hr 30 mins
  • Exam Language – English
  • Number of Questions – 40 multiple-choice questions

 

Advantages of Learning Apache Spark

Brolly Academy’s unique approach, combining theoretical knowledge with practical experience enabled by our trainees applying what they’ve learned directly in real-time projects is unlike any other available today. Here are some of the Advantage of using Apache Spark are mentioned below –

Skills Developed Post Apache Spark Course

Prerequisites of Apache Spark Training

Career opportunities in Apache Spark

Approximate Payscale

Market Trend in Apache Spark

FAQ's

Is Apache Spark easy to learn?

Learning Apache Spark is very easy if you have a basic understanding of Python or any programming language, as it provides APIs in Java, R, Python, and Scala. By taking our Apache Spark training in Hyderabad You can learn Apache Spark from industry experts.

Is Apache Spark good to learn?

As Apache Spark is the next most important and most demanded technology in Hadoop data processing, Big Data Hadoop professionals surely need to learn it. Also professionals from different industries such as ETL, SQL professionals, and Project Managers can gain to a great extent if they master Apache Spark.

Are Spark developers in demand?

Apache Spark developers are always so in demand because most of the companies are willing to hire them with a high salary package, with flexible working hours. The average salary for a Apache Spark developer in India is more than Rs 7,20,000 per year as per a PayScale survey.

Is an Apache spark based analytics service?

Spark is a fast, unified analytics engine for Big Data and Machine Learning.

Apache spark is mainly used for?

Spark is an open-source, distributed processing system and it is used for big data workloads. Apache Spark utilizes in-memory caching, and optimized query execution for fast analytic queries against data of any size.

Is Apache Spark a programming language?

SPARK is a computer programming language based on Ada programming language, intended for the development of high-integrity software used in systems where predictable and highly reliable operation is essential.

How to learn Apache Spark?

Brolly Academy provides Apache Spark training in Hyderabad with expert guidance, you can learn the advance techniques of spark by enrolling in to our course and become an expert on the Big Data field.

Is Apache Spark free?

We are providing the Apache Spark certification course with an affordable training fee and also providing placement assistance. You can contact us to know detailed information about the fee structure.

What if I miss a class in Apache Spark?

Learners can make up for missed sessions by attending our next live session/batch or our team can also arrange backup classes for them.

Do you provide placement assistance after completion of the Apache Spark certification?

Yes. To help our students to get better placements after the completion of their training program, we assist them with mock interviews and resume preparation by providing personal guidance from industry experts as a part of our Apache Spark placement assistance program.

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