MATLAB vs. Python: Comparing Speed and Syntax
April 11, 2024
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Recommended experience
Intermediate level
To successfully complete this project you need basic Python programming skills and ChatGPT4 premium version.
Recommended experience
Intermediate level
To successfully complete this project you need basic Python programming skills and ChatGPT4 premium version.
Write, debug Python code using ChatGPT.
Generate visualizations in Python using ChatGPT.
Integrate ChatGPT-generated code into Streamlit apps.
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Only available on desktop
In this 1-hour long project-based course, you will explore the integration of ChatGPT-generated code into interactive Streamlit applications for data analysis and visualization. We will achieve this by working on a hands-on project where you'll use ChatGPT to analyze and interpret data, develop visualization through Python libraries, and incorporate this into a Streamlit app to create a dynamic, user-friendly dashboard.
ChatGPT and Streamlit represent a powerful combination for developing data-driven applications. ChatGPT, with its advanced language understanding and code generation capabilities, simplifies complex data analysis tasks. Streamlit is an open-source app framework specifically for Machine Learning and Data Science teams to create beautiful, interactive web applications in minutes. You'll learn to harness these tools to transform raw data into insightful visualizations. This course is perfect for those who have a basic understanding of Python and are interested in data analysis, AI applications or developing interactive web apps. No prior experience with ChatGPT or Streamlit is required, making it accessible for anyone comfortable with basic programming concepts.
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
1. Setup environments.
2. Use ChatGPT for code generation.
3. Create basic visualizations.
4. Integrate ChatGPT-generated code with Streamlit.
5. Develop an interactive dashboard.
To successfully complete this project you need basic Python programming skills and ChatGPT4 premium version.
The Coursera Project Network is a select group of instructors who have demonstrated expertise in specific tools or skills through their industry experience or academic backgrounds in the topics of their projects. If you're interested in becoming a project instructor and creating Guided Projects to help millions of learners around the world, please apply today at teach.coursera.org.
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.
Course
Coursera Project Network
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Course
University of Colorado Boulder
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By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.