Apache Spark Scala in Pune

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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.





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    Apache Spark and Scala Training in Pune

    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 Pune?

    Spark Training In Pune 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 Pune 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 Pune, 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 Pune, 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.    
    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
    Why Apache Spark Training Institute in Pune@Prwatech
    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
    • Flexible timings
    • Real-Time Projects
    • Resume Writing Preparation
    • Mock Tests & interviews
    • Access to Our Learning Management System Platform
    • Access to 1000+ Online Video Tutorials
    • Weekend and Weekdays batches
    • Affordable Fees
    • Complete course support
    • Guidance till you reaches your goal.
    Upgrade Your Self with Apache Spark Training Institute in Pune!!!
    The Pune 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 Pune is probably the place one needs to start at. Taking up professional Apache Spark Training in Pune 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 Pune is probably the place one needs to start at. Taking up professional Apache Spark Training Institute in Pune is thus the best option to get to the depth of this language.
    Does Prwatech provide Placement assistance?
    Yes, we do have a 100% Placement assistance program with us whoever completes Apache Spark Training Institute in Pune with us can get it.
    What are the types/ Modes of Training available?
    Prwatech, Providing two modes of Training for those who are willing to join Apache Spark Training Institute in Punei.e. Classroom Training mode & Online classes. So one can choose the best & comfortable option.
    Do Prwatech Provide Course Certification?
    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.
    Do Prwatech Provide Video tutorials?
    Yes, we do have dedicated YouTube Channel where one can easily get all our Training videos easier.

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