Practical Application of AI: Analyzing Large Text and Data Sets | Working with AI

Описание: Analysis is one of the most powerful capabilities of AI, allowing you to find insights in large data sets in minutes. This video demonstrates how AI handles text analysis (like sentiment analysis) and, more impressively, how it analyzes complex spreadsheet data by writing and running its own Python code.

🎓 In this video, you'll learn about:
-Text Analysis: How AI can categorize hundreds of open-ended survey replies, perform sentiment analysis (determining positive/negative feedback), or identify the most common problems in large documents,.
-Data Analysis: The advanced process of uploading a spreadsheet (like a CSV file) and having the AI analyze the data for basic statistics or interesting insights.
-Python Code Execution: Why AI analysis of data is accurate—the AI writes and runs external Python code to execute mathematical analysis, eliminating human error.
-Workflow for Insight: Instead of demanding a specific analysis, ask the AI, "What are the best ways to analyze this data?" to uncover the most interesting insights.

AI analysis is a game-changer for handling large quantities of information. Because the AI generates and executes code for data analysis, it can perform complex processing that most users could not do manually, providing rapid and accurate results.

📚 ABOUT THIS COURSE: This video is part of the Applied AI Literacy Course developed by Tulane Professor Knud Berthelsen for Newcomb-Tulane College Career Services. Tulane students, faculty, and staff can enroll in the complete course at https://careerengagement.tulane.edu/r....

📖 RELATED PLAYLISTS:
Tulane Applied AI Literacy Course
   • AI Capabilities Explained: What AI Can Do ...  .

🔗 RESOURCES:
CAIDS Website: https://datainstitute.tulane.edu/.
Professor Berthelsen's Website: https://knudberthelsen.com/.

📍 ABOUT CAIDS: The Connolly Alexander Institute for Data Science (CAIDS) at Tulane University advances AI literacy and data science education through research, teaching, and community engagement.

👨‍🏫 ABOUT THE INSTRUCTOR: Professor Knud Berthelsen holds a joint appointment in the Strategy, Leadership & Analytics Minor (SLAM) at the School of Liberal Arts and at the Connolly Alexander Institute for Data Science (CAIDS). His work focuses on generative AI tools, their societal impact, and increasing applied AI literacy.

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Visit: https://datainstitute.tulane.edu/

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