Data Analytics for ChatGPT and Copilot
Learning Outcomes
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What’s Included
GenAI and Data Analytics
GenAI and Data Analytics
Explore the relationship between Generative AI and data analytics, and understand how combining these fields can optimize your data analysis. This introductory lesson also introduces a case study that you'll revisit throughout the course.
The Data Analysis Process
The Data Analysis Process
Learn about the structured steps involved in the data analysis process, from data preparation to decision-making. This lesson lays the foundation for how you'll use GenAI tools to enhance each stage of data analytics.
Using GenAI for Data Preparation
Using GenAI for Data Preparation
Discover how to use GenAI to automate and enhance the cleaning and transformation of raw data. In this lesson, you'll see how high-quality data preparation can improve the accuracy and efficiency of your analysis.
Finding Data Patterns
Finding Data Patterns
Learn techniques for identifying patterns within datasets using GenAI. In this lesson, you'll explore methods like clustering, association analysis, anomaly detection, and sequence analysis to uncover valuable insights in your data.
Data Interpretation
Data Interpretation
Analyze patterns and trends in your data to derive actionable insights. In this lesson, you'll use GenAI to understand the significance of these patterns and apply them to real-world scenarios.
Data Visualization
Data Visualization
Discover how to use GenAI for data visualization, turning complex data into clear and compelling visuals. This lesson covers various techniques to help you effectively communicate your insights to stakeholders.
Data Storytelling
Data Storytelling
Learn how to craft compelling narratives from your data using GenAI. In this lesson, you'll explore data storytelling, combining insights with narrative techniques to make your data accessible and engaging for a wider audience.
Data-Driven Decision-Making
Data-Driven Decision-Making
Explore how to leverage GenAI for making informed, data-driven decisions. In this lesson, you'll discover methods like predictive analytics, scenario modeling, and automated report generation to support your strategic business decisions.
Challenges and Considerations
Challenges and Considerations
Address some of the practical and ethical challenges of using GenAI in data analytics. In this lesson, you'll gain an understanding of the considerations necessary to responsibly and effectively implement GenAI tools in your work.
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