The Complete Course on Data Science & Big Data Analytics

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Classroom sessions
Online sessions

Course Introduction

In today’s digital world, information is generated from multiple sources and exists in diverse formats. Being able to extract, model, and interpret this data is essential for gaining a competitive advantage. Big Data Analytics enables organizations to identify trends, streamline operations, and transform raw data into actionable insights. This course teaches you how to use data effectively to support better business decisions and improve customer outcomes.

The Complete Course on Data Science & Big Data Analytics takes a hands-on approach to data science. It explores how to define requirements for data-driven projects, select the right technologies, and apply the best analytical models to make sense of large datasets. Through real-world examples and practical exercises, you will learn how to convert complex information into meaningful results. By the end of this training course, you will be equipped to handle big data challenges confidently and deliver measurable value.

This COPEX 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 Achieve the Best from Data Analytics

Objectives

This training course is designed to develop a clear understanding of how data science and big data analytics can transform business operations. Participants will learn to identify the right opportunities for analytics, select suitable models, and use appropriate technologies to generate impactful insights. The course focuses on practical application and real-world use cases to ensure participants can apply what they learn immediately in their work environments.

By the end of this COPEX 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

Training Methodology

This training course uses a mix of instructor-led sessions, practical demonstrations, and case study discussions to ensure learning is both interactive and relevant. The course structure follows the real-world lifecycle of data analytics projects, enabling participants to understand each stage from discovery to deployment. Participants will be guided through various analytical methods, tools, and frameworks, with emphasis on hands-on application and critical thinking.

Throughout the training, participants will engage in group exercises and scenario-based learning to reinforce concepts. The course also includes practical examples of statistical evaluation, advanced clustering, association rules, regression, and classification methods. By combining theory with practice, the course ensures that learners can apply data science and big data analytics techniques to real business problems and deliver measurable outcomes.

Who Should Attend?

This training course is designed for professionals who work with data and need to develop strong analytics skills for decision-making and strategic growth. It is especially suitable for those involved in data analysis, research, technology management, and business intelligence. The course is ideal for participants who want to deepen their understanding of data science and Big Data Analytics and apply these techniques in their organizations.

This COPEX training course will greatly benefit:

  • Statistical and Research Analysts
  • Key Application Development and Data Research Personnel
  • Technology Engineers, CTO and CIO
  • Strategic Development Directors
  • Business Intelligence and Data Analytics Professionals
  • Data-driven Managers and Team Leaders

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

Certificate

  • COPEX Certificate of Attendance will be provided to delegates who attend and complete the course

Material published by Copex shown here is copyrighted. All rights reserved. Any unauthorized copying, distribution, use, dissemination, downloading, storing (in any medium), transmission, reproduction or reliance in whole or any part of this course outline is prohibited and will constitute an infringement of copyright.

Whats Makes Copex Courses Unique?

COPEX Training is your gateway to professional growth, with over 20 years of experience turning potential into success. Each year, we deliver over 1,000 courses in 50+ countries, earning a stellar 98% satisfaction rate. Trusted by global giants like BP, the United Nations, and HSBC, we partner with top certification bodies to provide career-focused training that empowers individuals and drives organizational breakthroughs. Our mission? To transform the way professionals learn and grow in today’s fast-changing industries. Through expert insights, cutting-edge methods, and hands-on approaches, we equip you with the skills and confidence to tackle challenges, seize opportunities, and thrive in your career.

Led by a passionate leadership team and supported by a network of world-class trainers, COPEX Training connects professionals worldwide with life-changing opportunities. We are committed to excellence, ensuring every participant leaves with the tools, expertise, and confidence to conquer an ever-evolving world.

Related Categories

Big Data Analytics & Data Science Finance & Accounting Research Methods and Analytics

Frequently Asked Questions

This FAQ section provides quick answers to the most common questions about our services, procedures, and policies. We aim to make your experience with us as straightforward as possible. For further assistance, our support team is ready to help.

Enhanced Skills: Develop in-demand skills and knowledge in your chosen field.
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Increased Confidence: Gain confidence in your abilities and enhance your professional presence.
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Improved Job Performance: Enhance your productivity, efficiency, and job satisfaction.
Personal Growth: Develop valuable personal and professional skills that can benefit you in all areas of life.

Our cancellation policy varies depending on the circumstances presented. Generally, cancellations must be initiated in formal writing at least 14 days prior to the commencement date of the training course. Further, the option to shift an existing registration to another training course on a later date is possible. Otherwise, a full refund will be initiated.

Our training courses courses are being held at five-star hotels in prime and iconic destinations across the globe. Cities such as Amsterdam, Barcelona, Dubai, Geneva, Istanbul, Kuala Lumpur, London, Houston, New York, Paris, Vienna, Zurich, etc.

Our training courses will run for 5 hours per day. The standard daily timing is from 8:30 am – 3:30 pm including the coffee/tea breaks and lunch.

The training course fee can be settled by either:

  • Bank transfer
  • Credit Card

Published training course fees are inclusive of the training venue, training manual, writing materials, lunch and coffee breaks with refreshments over the entire duration of the training course.

Upon successful registration, processing window will take not more than 24 hours from the time of registration. An email including the registration confirmation, invoice and joining instructions will be sent to the provided email address.

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We can customize this training course for you!

At Copex Training, we offer customizable courses designed to fit your specific needs. whether it's refining procurement practices or enhancing leadership and management skills, we tailor our programs to meet your unique goals and challenges. Let us create a training solution that delivers real results for your team.

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