Data Visualization with OpenAI API: Generate code with GenAI

About this Course

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. The challenge in this project lies in Toy Trendz\'s desire for a system that can convert human language into visualizations based on the data. You will start by learning how to effectively prompt GPT-4 to generate Python code, unlocking the power of natural language understanding to create customized data visualizations. 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 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.

Created by: Coursera Project Network


Related Online Courses

\"Software Sales\" is a comprehensive course designed to introduce learners to the essential principles of software sales. This course blends theoretical lessons with practical examples to equip... more
This is the third course in the Learn English: Advanced Grammar and Punctuation specialty. In this class, you will learn about the advanced grammar concepts of noun clauses and conditionals. You... more
By the end of the specialization, you will be able to:\\n\\nImagine possible futures with intentional questions and maintain agency over those futures. Analyze possible scenarios to plan for each... more
This learning path offers a comprehensive introduction to generative AI. This specialization exploes the foundations of large language models (LLMs), their diverse applications, and the ethical... more
What is machine learning, and what kinds of problems can it solve? How can you build, train, and deploy machine learning models at scale without writing a single line of code? When should you use... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL