Multimodal Data Analysis with LLMs and Python – Tutorial

Learn how to analyze multimodal data with LLMs and Python. This tutorial covers: - Classifying text with LLMs - Answering questions about images - Transcribing audio data (speech) to text - Building a natural language query interface over an SQL database 💻 Code and resources: https://www.datasciencewithgpt.com ✏️ Course developed by Immanuel Trummer, PhD Dr. Trummer's book: https://www.manning.com/books/analyzing-multimodal-data-with-large-language-models Twitter/X profile: https://x.com/ImmanuelTrummer YouTube: https://www.youtube.com/@immanueltrummer4111 ❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba) ⭐️ Contents ⭐️ 00:00 Introduction 01:29 Setup 05:44 Analyzing Text 32:25 Analyzing Images 52:10 Analyzing Audio Data 01:00:17 Analyzing Tables 01:42:05 Conclusion