Big Data Training with Hadoop + Spark & Scala

Big Data Training with Hadoop + Spark & Scala

Data is being generated in humungous quantities, it is demanded hugely for every business operation and so has to be processed at lightning speed. Traditional data processing systems are not capable of storing and processing such large data due to CPU, I/O, RAM limitations. This is the reason we need new age tools which can operate on multiple computers at cheap costs to work with this data. This is how Big Data Hadoop comes into the picture. Hadoop is a java based open source programming framework for processing, storing and handling very large datasets in distributed computer architecture. Apache Spark is the fastest and most efficient distributed computing tool working in contract with Hadoop which can access data from a variety of sources and handle its processing and analytics. Scala is a robust programming language largely used in big data companies for data analysis and processing in Spark. Our training course will give you in-depth knowledge right from basics to advance levels in Hadoop & Apache Spark, Scala. You will gain proficiency in all concepts like Hadoop, MapReduce, HDFS, Yarn, OOzie, Zookeeper, Apache Pig, Hive, Spark, Kafka and more. Our competent and industry relevant Big Data Hadoop Certification will prepare you to appear for the Cloudera CCA175 big data certification & CCAH certification.

Career Prospects

Data is doubling every year and it is important to use this valuable data by identifying trends and patterns for business decision making. This is the reason companies need Big Data for smart data usage. According to the Economic times, around 2 lac big data professionals will be needed in the IT industry by 2021. Big data professionals also get handsome salary packages around 30% more than the others.

What will you gain out of this course?

  • In-depth knowledge of Big Data Framework
  • Hadoop & Spark, HDFS, MapReduce, Yarn
  • Pig, Hive, Impala, Flume, Sqoop
  • Spark streaming & data processing
  • Spark SQL, interactive algorithms
  • resilient distribution datasets (RDD) and much more.

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    BIG DATA TRAINING WITH HADOOP + SPARK & SCALA SYLLABUS

  • Introduction

    Introduction to Scala and Spark

  • Basic of Scala Programming

    Learning of Arithmetic and Numbers
    Concepts of Values and Variables
    Study of Booleans and Comparison Operators
    Understanding Strings and Basic Regex and Tuples

  • Concepts of Collections

    Overview of Collections
    Lists, Arrays, Sets and Maps

  • Advanced Scala Programming

    Flow Control and For Loops
    Concepts of While Loops and Functions

  • Introduction to Spark programming

    What is The Resilient Distributed Dataset?
    Study of Ratings Histogram Walkthrough
    Spark Internals and Key / Value RDD’s

  • Spark Programs examples

    Find the Most Popular Hostel
    Superhero Degrees of Separation: Introducing Breadth-First Search, Accumulators, and Implementing BFS in Spark and Review the code, and run it
    Filtering in Spark, cache(), and persist()

  • Run Spark on a Cluster

    How to use spark-submit to run Spark driver scripts?
    Study of Packaging driver scripts with SBT
    Introduction to Amazon Elastic MapReduce
    How to create Similar Movies from One Million Ratings on EMR?
    Partitioning in cluster
    Running on a Cluster
    Concepts of Troubleshooting, and Managing Dependencies

  • Datasets and Spark Data Frames

    Overview of Spark DataFrames
    DataFrames
    Learn Spark DataFrame Operations
    Study of GroupBy and Aggregate Functions
    Missing data and Date and Timestamps</li
    Using DataSets instead of RDD's

  • Learn Regression with Spark

    Linear Regression
    What is regression Section?
    Linear Regression Example

  • Classification with Spark

    Classification
    Classification Example
    Spark Classification – Logistic Regression Example – Part 1 and 2

  • Learn Model Evaluation and Clustering with Spark

    Intro to Model Evaluation
    Spark Model Evaluation Example
    Overview of Clustering with Spark
    KMeans Theory Lecture
    Example of KMeans with Spark

  • PCA with Spark

    PCA
    PCA with Spark example

  • DataBricks and Spark

    Databricks
    Learn Spark Recommendation Systems
    Spark Recommender System Implementation and ZeppelinNotebooks on AWS Elastic MapReduce

  • Overview of Spark Streaming

    Spark Streaming
    How to Set up a Twitter Developer
    Account, and Stream Tweets?
    Learn Structured Streaming

  • Big Data Training with Hadoop- Spark & Scala Course Price: 22999* INR


    Why is Ad2Brand the best Big Data Training with Hadoop + Spark & Scala Training institute in Pune?
     

    Certified Industry Trainers

    For "The Industry", by "The Industry" Certified Professionals".

    Rich Learning Content

    Data Science Course developed by "IIM Professionals".

    Job Oriented Training

    Demonstrate Hands-On Skills & Project Exp. in Interviews.

    Certification Preparation

    Globally Recognized Cloudera Data Science Certification.

    Complete Video Leactures

    Get Life time Access to rich learning "Video Lectures"

    100% Interactive Classes

    Interactive unlike one way Online Data Science Courses .

    Software Installation

    100% Tech Support for Software Installation on laptop from Day1.

    24 x 7 Customer Support

    Support on queries i.e.One-On-One Doubt Clearing Sessions .

    Book Our Training Program Today !