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 ⭐️ 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