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Course Details

Course Type: Big Data, AI and Analytics

Name: ZNK-BD Big Data Training

Category: Other Open Source

Duration: 1 Day

Venue: 298 Tiong Bahru Road #08-05 Central Plaza Singapore 168730

Fee (inclusive of GST): $963

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    Big Data, AI and Analytics

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    • Big Data, AI and Analytics
    • ZNK-BD Big Data Training
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    ZNK-BD Big Data Training

    Big Data, AI and Analytics, Open Source Development, Other Open Source
    $963.00
    ZNK-BD Big Data Training
    DURATION FEE (S$ before GST)
    1 Day 900.00
    COURSE CODE
    ZNK-BD
    VENUE
    298 Tiong Bahru Road #08-05 Central Plaza Singapore 168730
    Training Hours
    9.00am to 5.00pm

    Course Overview

    ABOUT THIS COURSE

    This training presents the different key stages of a Big Data project within the company.

     

    Course Overview

    AT COURSE COMPLETION

    The objective is to define a common vocabulary on Big Data to the different interlocutors. A second objective is to present both organizational and technical challenges on Big Data projects.

     

    Audience Profile

    Managers, Projects Director, Technical, Domain Experts

     

    Pre Requisite

    Course Details

    MODULE 1: INTRODUCTION

    • Origin of Big Data
    • Areas of application
    • Success stories

     

     

    MODULE 2: A BIG DATA PROJECT

    • Attention, it’s not just a technical problem
    • Let’s create our first big data application
    • Let’s understand the different key steps
      • Acquisition
      • Cleaning
      • Consolidation
      • Aggregation
      • Storage
      • Analysis
      • Extraction
      • Publication

     

     

    MODULE 3: STORING THE DATA

    • the different storage tools
    • The NoSQL revolution, the different families

     

     

    MODULE 4: NOTEBOOKS

     

     

    MODULE 5: DATA MANAGEMENT

    • Definition of a data
    • Data processing in batch mode (Hadoop and spark)
    • Streaming, kafka and flink
    • The Datalake
      • The stakes and the different zones
      • Storage formats
      • Lambda and kappa architecture

     

     

    MODULE 6: BIG DATA IN THE COMPANY

    • Malfunctions
    • The failure of exploratory approaches
    • Governance and security
    • Successfully adopt the datalake

     

    Course Schedule

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    • Description
    • Curriculum
    • Instructors
    $963.00
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