CA35P: Business Data Analytics introduces learners to the concepts, techniques, and applications of data analysis in business environments. The course focuses on developing the ability to collect, organize, analyze, and interpret data to support informed decision-making and improve organizational performance.

The course provides an understanding of how businesses use data to identify trends, evaluate performance, solve problems, and create effective strategies. Learners explore data collection methods, data visualization, analytical tools, and the role of analytics in modern business operations.

Through practical activities and real-world business scenarios, the course develops analytical thinking and equips learners with the skills required to transform data into meaningful insights that support planning, innovation, and competitive advantage.

Key Topics Covered

Introduction to Business Data Analytics

• Understanding the role and importance of data analytics in modern business
• Exploring how organizations use data to improve decision-making
• Understanding different types of business data and information sources
• Examining the relationship between data, insights, and business strategies

Data Collection and Management

• Understanding methods of collecting and organizing business data
• Exploring data sources used in business analysis
• Managing, cleaning, and preparing data for analysis
• Understanding the importance of accurate and reliable data

Data Analysis Techniques

• Introduction to basic analytical methods and approaches
• Identifying patterns, relationships, and trends within data
• Applying analytical techniques to solve business problems
• Understanding the use of data in evaluating business performance

Data Visualization and Reporting

• Understanding the importance of presenting data clearly and effectively
• Creating charts, graphs, and visual reports
• Interpreting data visualizations for decision-making
• Communicating analytical findings to different audiences

Business Intelligence and Decision-Making

• Understanding the role of business intelligence in organizations
• Using data insights to support strategic planning
• Applying analytics to improve business operations
• Understanding how data-driven decisions create competitive advantages

Practical Applications of Business Analytics

• Applying analytics to marketing, finance, operations, and management activities
• Analyzing business scenarios using data-based approaches
• Developing solutions based on evidence and insights
• Understanding emerging trends in business analytics and technology