Introduction to ChatGPT Advanced Data Analysis-Introduction to ChatGPT Advanced Data Analysis (formerly known as Code Interpreter)
Code Interpreter Was Renamed "Advanced Data Analysis"
Intro: ChatGPT Advanced Data Analysis is a Tool that Builds Other Tools
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ChatGPT Advanced Data Analysis vs. ChatGPT
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Building Data Visualizations & Creating a Presentation with Them
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Enabling Advanced Data Analysis (the tool formerly known as "Code Interpreter")
Prompt Engineering
Introduction to ChatGPT Advanced Data Analysis-First Steps with ChatGPT Advanced Data Analysis (formerly known as Code Interpreter)
Breaking the Ice: How to Get Started
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Helpful Terms to Know
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Staying Connected & Learning More
Introduction to ChatGPT Advanced Data Analysis-Interactively Generating Ideas of How to Use ChatGPT Advanced Data Analysis (formerly known as Code Interpreter)
Exercise: Use ChatGPT Advanced Data Analysis to Help You Find Inspiration for Using It
Introduction to ChatGPT Advanced Data Analysis-ChatGPT Advanced Data Analysis is Your Intern (formerly known as Code Interpreter)
Pretend ChatGPT Advanced Data Analysis is Your Intern
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Review of ChatGPT Advanced Data Analysis as Your Intern
Document as Knowledge vs. Document as an Object
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Doing Work in GPT-4 vs. Python
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Introduction to ChatGPT Advanced Data Analysis-Examples of Problems ChatGPT Advanced Data Analysis Can Solve that GPT-4 Alone Can't
Solving Wordle with ChatGPT Advanced Data Analysis vs. ChatGPT
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Analyzing MLB Stats with Code Interpreter vs. ChatGPT
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Introduction to ChatGPT Advanced Data Analysis Use Cases-Introductory Tasks
Asking Questions in a Small Document
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Working with Structured Data
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Working with Media
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Zip Files for Automation
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Turning Conversations into Software Utilities
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Working with Small Documents
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Getting Information Into the Conversation
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Tackle the Right Problems: Appropriate Use of ChatGPT Advanced Data Analysis-Appropriate Use & Problem Selection
What Types of Problems are Good Fits for ChatGPT Advanced Data Analysis?
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Is this a good problem for ChatGPT Advanced Data Analysis?
Achieve
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Achieve
(A) Aid Human Coordination
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(C) Cut Out Tedious Tasks
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(H) Help Provide a Safety Net
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(IEV) InspirE better problem solving and creatiVity
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(E) Enable Great Ideas to Scale Faster
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Human and AI Process Planning in ChatGPT Advanced Data Analysis-Extract, Transform, AI, Create: A Simple Mental Model
Extract
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Transform
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AI / Analyze
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Create
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Ideas for What to Create
Human and AI Process Planning in ChatGPT Advanced Data Analysis-Human vs. AI Planning
What Does Human vs. AI Planning Mean?
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AI Planning
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AI Planning Helpful Techniques
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Saving & Reusing Plans
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Flipped Interaction Planning
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Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs-Overcoming Errors
Pattern: Try Again Using Alternate Approaches
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Pattern: Manually or Without Python
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Editing the Conversation to Fix Errors
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Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs-Trust & Reliability
A Heuristic to Help Identify Where Errors are More Likely
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Consistency Checking with Identifiers or Quotations from a Source Document
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Test Cases
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Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs-Working with Larger Documents & Outputs
Breaking a Problem Down and Doing Work Incrementally
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Building an Index
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Larger Document Analysis
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The Output Window is Our Max Unit of Work
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Putting the Pieces Together: Outlines
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Error Identification Techniques, Error Handling, and Techniques for Large Documents & Outputs-Best Practices
10 Best Practices for ChatGPT Advanced Data Analysis