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Overview

  • Quizzes Yes
  • Skill level Beginner
  • Language Bangla
  • Duration 02:05:46 H
  • Total Enrollments: 297

Course Description

If you are any of the following, this course 100% needed is for you- Software Engineers Application Developers Marketing Experts Finance Specialists IT Architects System Administrators Technical Recruiters Business Analysts Technical Support Specialists

Certification

Yes

Learning Outcomes

    ["Use DataFrames and Structured Streaming in Spark 2","Use Amazon's Elastic MapReduce service to run your job on a cluster with Hadoop YARN","Use Spark's Resilient Distributed Datasets to process and analyze large data sets across many CPU's","Use the MLLib machine learning library to answer common data mining questions","Understand how Spark Streaming lets your process continuous streams of data in real time","Share information between nodes on a Spark cluster using broadcast variables and accumulators","Frame big data analysis problems as Spark problems","Install and run Apache Spark on a desktop computer or on a cluster","Implement iterative algorithms such as breadth-first-search using Spark","Understand how Spark SQL lets you work with structured data","Tune and troubleshoot large jobs running on a cluster","Understand how the GraphX library helps with network analysis problems"]

Curriculum

Introduction

    What and why Big Data Training

Big Data Fundamentals

    History of Big Data
    Definition
    Big Data Ecosystem
    Characteristics
    Success Stories
    Privacy
    Project Organisation
    Data Sources

Data Mining

    Fundamental Data Mining Concept & Tools

Hadoop

    Hadoop Fundamental
    Hadoop Ecosystem & Components

Mongo DB

    NoSQL Fundamentals
    Mongo DB Fundamentals
    Mongo DB Ecosystem




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