Vanderbilt University - ChatGPT Advanced Data Analysis
- Offered byCoursera
ChatGPT Advanced Data Analysis at Coursera Overview
Duration | 10 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
ChatGPT Advanced Data Analysis at Coursera Highlights
- Earn a certificate of completion
- Add to your LinkedIn profile
ChatGPT Advanced Data Analysis at Coursera Course details
- What you'll learn
- Automate tasks in your work and life with ChatGPT Code Interpreter
- Automate reading and creating PDFs, PowerPoint, Excel, images, video, and more
- ChatGPT Advanced Data Analysis is going to transform tasks by helping amplify your productivity and supporting your creativity. ChatGPT Advanced Data Analysis can help you augment your intelligence and automate tasks, such as:
- 1. Turning an Excel file into visualizations and then slides inside a PowerPoint presentation; extracting data from a series of PDFs
- 2. Answering questions about what is in the PDFs, and visualizing the data; automatically determining if a receipt complies with a travel policy captured in a PDF
- 3. Transforming a document into a training presentation and associated quizzes; reading and reorganizing a set of documents based on what they contain
- 4. Producing social media and marketing content from a series of documents or video transcripts
- 5. Automating resizing and editing of videos/images while also cataloging them in a CSV
- Anyone with ChatGPT Advanced Data Analysis can tap into these capabilities without any prior experience in programming. The course teaches you how to converse with ChatGPT Advanced Data Analysis to accomplish these tasks, how to think about problem solving, and what types of tasks are good fits for the tool. You will learn a wide range of building blocks that you can apply in your own work and life.
- Large language models respond to instructions and questions posed by users in natural language statements, known as "prompts". Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools. This course will introduce you to prompt writing skills that target ChatGPT Advanced Data Analysis.
ChatGPT Advanced Data Analysis at Coursera Curriculum
Introduction to ChatGPT Advanced Data Analysis
Intro: ChatGPT Advanced Data Analysis is a Tool that Builds Other Tools
ChatGPT Advanced Data Analysis vs. ChatGPT
Building Data Visualizations & Creating a Presentation with Them
Breaking the Ice: How to Get Started
Helpful Terms to Know
Pretend ChatGPT Advanced Data Analysis is Your Intern
Document as Knowledge vs. Document as an Object
Doing Work in GPT-4 vs. Python
Solving Wordle with ChatGPT Advanced Data Analysis vs. ChatGPT
Analyzing MLB Stats with Code Interpreter vs. ChatGPT
Code Interpreter Was Renamed "Advanced Data Analysis"
Enabling Advanced Data Analysis (the tool formerly known as "Code Interpreter")
Prompt Engineering
Staying Connected & Learning More
Exercise: Use ChatGPT Advanced Data Analysis to Help You Find Inspiration for Using It
Review of ChatGPT Advanced Data Analysis as Your Intern
Data to Content
Ice Breaker Exercises with ChatGPT Advanced Data Analysis
Use ChatGPT Advanced Data Analysis to Help You Find Inspiration for Using It
Introduction to ChatGPT Advanced Data Analysis Use Cases
Asking Questions in a Small Document
Working with Structured Data
Working with Media
Zip Files for Automation
Turning Conversations into Software Utilities
Working with Small Documents
Getting Information Into the Conversation
New Reading
Exploring Code Interpreter Use Cases
Tackle the Right Problems: Appropriate Use of ChatGPT Advanced Data Analysis
What Types of Problems are Good Fits for ChatGPT Advanced Data Analysis?
Achieve
(A) Aid Human Coordination
(C) Cut Out Tedious Tasks
(H) Help Provide a Safety Net
(IEV) InspirE better problem solving and creatiVity
(E) Enable Great Ideas to Scale Faster
Is this a good problem for ChatGPT Advanced Data Analysis?
Achieve
Problem Solving & Question Generation
Human and AI Process Planning in ChatGPT Advanced Data Analysis
Extract
Transform
AI / Analyze
Create
What Does Human vs. AI Planning Mean?
AI Planning
AI Planning Helpful Techniques
Saving & Reusing Plans
Flipped Interaction Planning
Ideas for What to Create
AI Planning
Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs
Pattern: Try Again Using Alternate Approaches
Pattern: Manually or Without Python
Editing the Conversation to Fix Errors
A Heuristic to Help Identify Where Errors are More Likely
Consistency Checking with Identifiers or Quotations from a Source Document
Test Cases
Breaking a Problem Down and Doing Work Incrementally
Building an Index
Larger Document Analysis
The Output Window is Our Max Unit of Work
Putting the Pieces Together: Outlines
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10 Best Practices for ChatGPT Advanced Data Analysis
Outlining for Content
ChatGPT Advanced Data Analysis at Coursera Admission Process
Important Dates
Other courses offered by Coursera
Student Forum
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