Explore multimodal data analysis techniques using Large Language Models (LLMs) and Python in this comprehensive tutorial. Dive into classifying text with LLMs, answering questions about images, transcribing audio data to text, and building a natural language query interface for SQL databases. Follow along with Dr. Immanuel Trummer's expert guidance as he covers setup, text analysis, image analysis, audio data analysis, and table analysis. Access accompanying code and resources at datasciencewithgpt.com, and deepen your understanding with Dr. Trummer's book on analyzing multimodal data with LLMs. Perfect for data scientists and AI enthusiasts looking to expand their skills in working with diverse data types using cutting-edge language models and Python.
Overview
Syllabus
Introduction
Setup
Analyzing Text
Analyzing Images
Analyzing Audio Data
Analyzing Tables
Conclusion
Taught by
freeCodeCamp.org