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The Complete Course on Data Science & Big Data Analytics

Dates Venues Register
21/03/2027 - 25/03/2027 DUBAI

Introduction

The Complete Course on Data Science & Big Data Analytics

 

 

Course Objectives:

By the end of this Data Science & Big Data Analytics Course, participants will be able to:

  • Understand the role of Big Data for their organisation
  • Appreciate when to apply Data Analytics and the best methods of approach
  • Consider how to choose appropriate models and technology for Big Data
  • Learn from case study examples and use-case scenarios
  • Successfully achieve results by applying best practice in Data Analytics

Who Should Attend?

  • This training course will greatly benefit:
  • Statistical and research analysts
  • Key application development and data research personnel
  • Technology engineers, CTOs, and CIOs
  • Strategic development directors

 

Course Outline:

Day 1

Big Data Analytics

  • Current Practices and trends in Big Data Analytics
  • Business Intelligence v Data Science
  • Analytical Architecture  for Big Data
  • Roles for Big Data within the Technology and Commercial Enterprise
  • Key Drivers for Big Data Analytics
  • Case Study and  Summary
Day 2

Data Analytics Models and Lifecycle

  • Data Analytics Lifecycle
    • Stage 1 - Discovery
    • Stage 2 - Preparation of Data
    • Stage 3 - Model Planning and Review
    • Stage 4 - Model Creation
    • Stage 5 - Communication  Plan
    • Stage 6 - From Planning to Operation
  • Case Study and Summary
Day 3

Data Analytical Methods and Programs Overview

  • Overview of R Framework
  • Overview of Big Data Analytics
  • Exploratory Data Analysis
  • Statistical methods of Evaluation
  • Advanced Methods of Clustering
  • Advanced Theory and Methods of Association Rules
  • Advanced Theory and Methods of Regression
  • Case Study and Summary
Day 4

Advanced Theory and Methods Overview

  • Advanced Analytical Theory of Classification
  • Advanced Analytical Theory of Time Series Analysis
  • Advanced Analytical Theory of Textual Analysis
  • Technology and Tools for Advanced Data Analytics
  • Use Case and Assessment
  • Case Study and Summary
Day 5

Technology, Tools and Achieving Results

  • Unstructured Data Analytics
  • Advanced Analytical Tools in Database Analytics
  • How  integrate Data Analytics
  • Current Best Practice Management and Approach for Project Delivery
  • Data Visualization Overview
  • Summary ad Case Study

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