Foundations of Analytics

Foundations of Analytics is an introductory Data & Analytics course designed to help you build practical data literacy and approach business questions with greater confidence. By learning how to work with data sources, metrics, and visualizations, you will interpret metrics with confidence, and make better decisions from real-world business data.

Master Foundations Of Analytics For Smarter Business Decisions

• Learn the essential concepts of Data & Analytics through a clear, beginner-friendly progression
• Build practical skills for defining questions, selecting success metrics, and evaluating results
• Develop confidence in data cleaning, descriptive statistics, and visualization choices
• Apply Foundations of Analytics to a real business problem in a guided capstone project

A practical introduction to analytics concepts, methods, and decision-making from data.

This course walks you through the full analytics workflow, starting with what analytics is and why it matters in modern organizations. You will explore the different types of data, common analytics use cases, and how to frame problems so that your analysis stays focused on meaningful goals. Along the way, you will gain a solid understanding of data sources, collection methods, and the importance of quality checks before any analysis begins.

As you move through the lessons, you will learn how to work with tables, fields, and records; summarize data with descriptive statistics; and recognize relationships, variation, and trends. The course also covers charts, segmentation, dashboards, and reporting principles so you can present information clearly and effectively. These core Data & Analytics skills help you build practical data literacy and create analyses that are useful in everyday business settings.

Beyond the technical fundamentals, Foundations of Analytics emphasizes analytical judgment, responsible interpretation, and ethical decision-making. You will learn how to avoid common biases, turn insights into recommendations, and consider privacy and governance when working with data. By the end of the course, you will be able to approach a business question end to end with greater clarity, confidence, and structure, and you will be better prepared to contribute thoughtful, data-informed decisions in any professional environment.