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A highly interactive training

The Complete Course on Data Science & Big Data Analytics

Data Science: A to Z of Best Practices
Coventry Academy - The Complete Course on Data Science & Big Data Analytics
5
Days

Course Schedules

 Dubai
 24-28 Feb 2025
 $5,950
 Dubai
 30 Jun-04 Jul 2025
 $5,950
 Istanbul
 11-15 Aug 2025
 $5,950
 Dubai
 24-28 Nov 2025
 $5,950

Training course overview

Information can manifest in various forms and sources, and the ability to effectively extract, model, and analyze this data can offer significant commercial advantages. Big Data Analytics enables organizations to identify trends, refine operational procedures, and enhance revenue and client experience.

The Complete Course on Data Science & Big Data Analytics provides a practitioner-focused approach to applying data science. It covers how to identify data science requirements, adopt relevant technologies, select suitable analytical models, and interpret Big Data to derive actionable insights.

This training course will feature:

  • An Overview of Big Data Analytics
  • Adaptation and Approach of Lifecycles and Models
  • Methods and Models for Statistical Evaluation
  • Advanced Methods and Models for Big Data Analytics
  • How to Select Appropriate Tools to Maximize Data Analytics Benefits

What are the goals?

By the end of this training course, participants will be able to:

  • Understand the role of Big Data for their organization
  • 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 from applying best practice in Data Analytics

Who is this training course for?

This training course has been designed for senior executives, technical engineers and those involved in the technology, research and statistical analysis of corporate data.

This training course is suitable to a wide range of professionals but will greatly benefit:

  • Statistical and Research Analysts
  • Key Application Development and data Research Personnel
  • Technology Engineers, CTO and CIO
  • Strategic Development Directors

Course Outline

Day One: 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 Two: 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 Three: 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 Four: 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 Five: 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

The certificate

  • Coventry Academy Certificate of Completion for delegates who attend and complete the training course

 

Coventry Academy
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