Improving Insights with OpenAI's Advanced Data Analysis
15mIntermediate2023-11-06
Authors
Ray Villalobos
Senior Staff Instructor at LinkedIn Learning
Course details
The Advanced Data Analysis (formerly Code Interpreter) tool from OpenAI expands the capabilities of ChatGPT. Using a Python environment sandbox, Advanced Data Analysis can create its own program to solve your problems. Large language models (LLMs) have proven to be capable coding assistants, but—with the added benefit of understanding Python development—Advanced Data Analysis opens up completely new workflows.
In this concise course, learn what you can accomplish with Advanced Data Analysis (ADA).
Learning objectives
Upload and download files.
Complete programming tasks.
Use ADA for data analysis.
Use ADA for data visualization.
Learn about other uses for ADA (image, audio, and video processing).
In this concise course, learn what you can accomplish with Advanced Data Analysis (ADA).
Learning objectives
Upload and download files.
Complete programming tasks.
Use ADA for data analysis.
Use ADA for data visualization.
Learn about other uses for ADA (image, audio, and video processing).
Skills covered
ChatGPTOpenAIGenerative AIArtificial Intelligence for BusinessData AnalysisArtificial Intelligence (AI)Data ScienceBusiness Analysis and StrategyBusiness Software and ToolsOne-Off
Concepts
0. Introduction
- 01 - What can I do with Advanced Data Analysis
1. Advanced Data Analysis (ADA)
- 02 - ADA capabilities and requirements
- 03 - Installation and importing data
- 04 - Processing and dealing with PDFs
- 05 - Transformation and generation