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Cyber Security and IT Personal Development

Business Intelligence and Data Mining

Overview: Business Intelligence and Data Mining Welcome to the Business Intelligence and Data Mining course! This comprehensive program is designed t...

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24 Lesson

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4hr 56min

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4 students enrolled

Overview: Business Intelligence and Data Mining

Welcome to the Business Intelligence and Data Mining course! This comprehensive program is designed to provide participants with a deep understanding of the principles, methodologies, and tools used in business intelligence (BI) and data mining. Through a combination of theoretical learning and practical hands-on exercises, participants will gain the skills and knowledge needed to extract valuable insights from large datasets, make data-driven decisions, and drive business growth.
  • Interactive video lectures by industry experts
  • Instant e-certificate
  • Fully online, interactive course with Professional voice-over
  • Developed by qualified first aid professionals
  • Self paced learning and laptop, tablet, smartphone friendly
  • 24/7 Learning Assistance
  • Discounts on bulk purchases

Main Course Features:

  • In-depth coverage of fundamental concepts in business intelligence and data mining.
  • Practical training on various data mining techniques, including classification, clustering, association rule mining, and anomaly detection.
  • Hands-on experience with popular BI and data mining tools such as Tableau, Power BI, RapidMiner, and Weka.
  • Exploration of data preprocessing techniques, feature selection, and model evaluation methods.
  • Real-world case studies and projects to apply learned concepts in solving business problems.
  • Expert-led lectures, tutorials, and demonstrations to guide participants through the learning process.
  • Access to a curated library of resources, including textbooks, research papers, and online tutorials.
  • Opportunity to network with fellow participants and industry professionals through discussion forums and online communities.

Who Should Take This Course:

  • Business professionals seeking to leverage data to drive strategic decision-making and gain a competitive advantage.
  • Data analysts, data scientists, and BI specialists interested in enhancing their skills in data mining and analytics.
  • IT professionals responsible for implementing BI solutions and managing data infrastructure.
  • Entrepreneurs and business owners looking to harness the power of data to optimize operations and drive business growth.

Learning Outcomes:

  • Understand the principles and methodologies of business intelligence and data mining.
  • Gain proficiency in using BI and data mining tools to analyze large datasets and extract meaningful insights.
  • Apply various data mining techniques to solve real-world business problems.
  • Develop skills in data preprocessing, feature selection, and model evaluation.
  • Enhance decision-making capabilities through data-driven insights.
  • Create visually compelling dashboards and reports to communicate insights effectively.
  • Identify patterns, trends, and anomalies in data to support strategic business decisions.
  • Drive business growth and innovation by leveraging data effectively across the organization.

Certification

Once you’ve successfully completed your course, you will immediately be sent a digital certificate. All of our courses are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Assessment

At the end of the Course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven’t, there’s no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself.
Course Content
24 Lectures 4hr 56min
  • ImgModule 01: What is Business Intelligence?

  • ImgModule 02: Starting Case in understanding BI needs in diff phase of business

  • ImgModule 03: Decision Making Process and Need of IT systems

  • ImgModule 04: Problem Structure and Decision Support System

  • ImgModule 05: Introduction to BI Applications

  • ImgModule 06: Dashboard presentation systems

  • ImgModule 07: Different Types of Charts used in 131 Dashboards

  • ImgModule 08: Good Dashboard and BSC

  • ImgModule 09: Examples of Bad Dashboards 1

  • ImgModule 10: Examples of Bad Dashboards 2

  • ImgModule 11: Process of KPI Development

  • ImgModule 12: Overview of Data warehouse

  • ImgModule 13: More explaining of data warehouse and steps in processing

  • ImgModule 14: Data Warehouse Architecture –Tiers

  • ImgModule 15: Data Warehouse – components

  • ImgModule 16: Approach to develop data structure and Models of database

  • ImgModule 17: Basics of Data Mining – Meaning

  • ImgModule 18: Basics of Data Mining – Stages of DM

  • ImgModule 19: Data Mining Technique – Classification

  • ImgModule 20: Data mining – Clustering

  • ImgModule 21: Data Mining – Association Rules

  • ImgModule 22: Data Mining Applications – Banking

  • ImgModule 23: Data Mining Applications – CRM

  • ImgModule 24: Data Mining Applications – other industries