Businesses generate more data than ever before—but making sense of that data requires the right skills. In Analytics for Business, you'll build a strong foundation in data analytics and learn how to transform raw data into meaningful business insights.

Through this Specialization, you'll explore the complete analytics workflow, from collecting and preparing data to analyzing trends, creating dashboards, and communicating findings. You'll learn to use industry tools such as Excel, Python, IBM Cognos Analytics, Google Looker Studio, and generative AI to support data-driven decision-making.

By the end of this Specialization, you'll be able to:

• Apply the data analytics process to solve business problems

• Explore, clean, and analyze data using statistical and exploratory techniques

• Build dashboards and visualizations that communicate business insights

• Use Python, Excel, and BI tools to analyze business data

• Apply generative AI responsibly to improve data analysis and storytelling

• Present actionable recommendations that support business decisions

This Specialization is designed for aspiring data analysts, business professionals, managers, and anyone looking to develop practical analytics skills for today's data-driven workplace.

Applied Learning Project

Put your analytics skills into practice as you learn. Through hands-on-activities, guided exercises, and business scenarios, you'll work with real datasets to clean, explore, analyze, and visualize data that supports business decision-making. You'll apply statistical techniques, use Excel and Python to investigate business questions, and create dashboards that communicate insights clearly to different audiences.

As you progress, you'll work with industry tools including IBM Cognos Analytics, Google Looker Studio, and generative AI to streamline data analysis, strengthen data storytelling, and improve reporting workflows. By the end of the program, you'll have practical experience applying the end-to-end analytics process—from data preparation and exploration to visualization, dashboard creation, and AI-assisted business insights.