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Data Visualization with OpenAI API: Generate code with GenAI

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Data Visualization with OpenAI API: Generate code with GenAI

Ahmad Varasteh

Instructor: Ahmad Varasteh

Included with Coursera Plus

Learn, practice, and apply job-ready skills with expert guidance
Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Create effective prompts for communicating with the OpenAI API to generate Python code for data analysis and visualization.

  • 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.

Details to know

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Taught in English
No downloads or installation required

Only available on desktop

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Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
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About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Set up the project environment

  2. Craft Prompts to Communicate with the API

  3. Generate and Execute python code

  4. Practice Task - Crafting effective prompts for code generation

  5. Generate Python Code for Data Preparation

  6. Create Visualizations using AI

  7. Challenge Task - Creating Subplot Visualization using Generative AI

Recommended experience

Access to the OpenAI API. A basic understanding of data analysis concepts, A fundamental grasp of Python programming.

5 project images

Instructor

Ahmad Varasteh
Coursera Project Network
23 Courses60,787 learners

Offered by

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

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