Editing: /home/apexglob/public_html/wp-content/themes/apex/single-project.php Encoding: Re-open Use Code Editor Close Save Changes Business Intelligence & Analytics Advanced Certification | APEX

Business Process Excellence

Streamlining for Success… Our Forte.

BIA – Business Intelligence and Analytics Advanced

Classroom Training   |   2 Days


Date Time Location Brochure


Nowadays, the need to process and analyze the ever larger volumes of data being generated is causing many businesses to consider expanding the capabilities of their Business Intelligence & Analytics systems. To deliver satisfying experiences, customer service organizations need more than ever to understand their customers and identify root causes of their problems. In response to the explosion of big data sources and customer demand for forward-looking analysis, some vendors are adding advanced analytics to their business intelligence systems.

Business Intelligence and Analytics (BI&A) – Advanced aims to help participants learn what BI&A is, its importance and value, how organizations have successfully exploited BI&A for competitive value and what tools and techniques can be used across the organization. This discusses concepts, foundations, processes and techniques on how IT-enabled organizations deliver reliable and valuable services such as Enterprise Data Management, Business Intelligence, Business Analytics and Big Data.

Expert Facilitator
The program is facilitated by one of the leading consultants with years of experience in consulting and training in various industries, giving the participants the advantage to tap on his extensive experience to solve practical problems in their current environment.

Interactive Learning
From face-to-face interaction to modules and workbooks, the training is an instructor-led course with a combination of presentation modules and interactive sessions with participants, allowing mind share to proactively address specific needs and issues in their own environment.

Up-to-date Information
Provides the latest updates on best practices from industries across the globe with case studies and practical information acquired from the training and resources of our trainer.

Training Package
We provide high quality and well-researched training materials to make learning a meaningful experience for the participants. The training aids we provide to our participants are used as a quick reference resource for future use.

Concepts and Foundations of Business Intelligence & Analytics
• Definition, Theories and Concepts
• Pre-requisites: Master Data Management, Data Quality
     • Master Data Management
     • Ensuring Data Quality
     • Maintaining Reference Data
     • Relational Database Management Systems
• IT Service Management Best Practices
• Reporting & Dashboards
• Online Analytical Processing
• Data Mining, Process Mining
• Complex Event Processing
• Business Performance Benchmarking and Management
•Big Data Analytics: Descriptive, Predictive and Prescriptive

Concepts and Foundations of Big Data Analytics
• Prerequisites for Analytics
• Big Data Definition and Concepts
• BI&A and Big Data – Deeper Dive
• Framework for Big Data Analytics as Scalable Systems
     •Sources – Internet of Things
     •Applications in the Public & Private Sector
•Science & Research
• Big Data Value Chain
• Evaluation Benchmarks
• Hands-on Exercises

Essential Tools
• Oracle Sales Analyzer
• Visualization Tool – Google Analytics, MS Power BI, Tableau
• Utilizing Kaggle for BI&A Organization
• Understanding Analytics through Management Tools
• Differtiating Learning Analytcis and Educational Data Mining
• Basic Predictive Analytics using Linear Regression and Cluster Analysis – using MS Excel & R
• Integrating R & Hadoop
• MATLAB®, Azure ML
• Methods, Software and Tools for Big Data
• Hands-on Exercises

Applications: Analytics as a Foundation for Business Strategy, Tactics and Operational Decision-Making
• Balanced Scorecards, Logical Frameworks, KPIs, Metrics
• Introduction to Strategic Analysis
• Determining Competitive Positioning
• Defining and Mapping Business Strategies to Planned of Existing Analytics
• Hands-on Exercises

Implementing Pervasive, Ubiquitous BI&A within the Organization
• The Business Analytics Lifecycle & Analytics Culture
• The Lifecycle: Steps in Data Analysis
• Building & Sustaining an Analysis Culture
• Business Analytics Center of Excellence (BACE)
• Five Stages of Analytical Maturity
• Hands-on Exercises

Implementing Big Data in the Organization
• Establishing Big Data Needs & Objectives
• Evaluating Commercial Big Data Tools
• Framing the Problem
• Selecting the Correct Tools
• Implementing a Big Data Solution
• Hands-on Exercises

Case Studies: How Organizations Maximize & Sustain BI Services
• Capstone Project

• Improve the accuracy of your business’ operations.
• Learn techniques to find patterns from less aggregated data sets, such as at an individual customer level or store level.
• Learn to develop a good model which can significantly increase the marketing effectiveness as well as customer satisfaction.
• Resolve challenges and confusions by delivering fact-based and future-oriented insights.

  • Business Analysts
  • Systems Analysts
  • IT Managers
  • Data Analysts / Managers / Scientists
  • Anyone doing IT Analytics


Before attending the training program, participants will need the following:
• Download recommended tools (trial version would suffice)
• Go through case studies (will be sent by email) and answer
individually or with office colleagues
• Prepare own, work case study (incl. recommendations) that
can be shared to the trainers and the class


  • Will I Get a Course completion Certificate?

    Yes, we offer course completion certificate after you successfully complete the training program.

  • Is there any provision for group discounts for this training program?

    APEX Global Learning offers standard promos such as the Early Bird rate or the Group Discount rate. Please contact: training@apexgloballearning.com for more information.

  • Where is the classroom being held?

    Training venue will be announced one week before the said training day and will be informed through email.


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