Data Visualization with OpenAI API: Generate code with GenAI

In this 2-hour long project-based course, you will learn the basics of communicating with the OpenAI API through prompts specifically designed for Python code generation aimed at data visualization and analysis.

This course is tailored to address a unique real-world scenario where you have been hired by an online toy store company called Toy Trendz to help them analyze their product sales data. They have provided you with a sales dataset related to the year 2018 and have presented analytical questions that require effective visualizations.

• Learn how to effectively prompt GPT-4 to generate Python code for customized data visualizations.
• Design and implement data visualizations using AI-generated code to effectively communicate insights and patterns in the data.
• Produce Python code for data preparation to ensure data is ready for meaningful visualizations using AI-generated code.

To get the most out of this course, you'll need access to the OpenAI API and a basic understanding of data analysis concepts, including data types, data manipulation, along with some familiarity with Python.

This course is for those who are experienced in data analysis with at least a basic knowledge in Python and want to explore the exciting applications of generative AI in data visualization and analysis.