Data Analysis with LLMs: Text, tables, images and sound
Data Analysis with LLMs: Text, tables, images and sound
by Immanuel Trummer
English | 2025 | ISBN: 1633437647 | 232 Pages | Mobi | 3.4 MB
by Immanuel Trummer
English | 2025 | ISBN: 1633437647 | 232 Pages | Mobi | 3.4 MB
Speed up common data science tasks with AI assistants like ChatGPT and Large Language Models (LLMs) from Anthropic, Cohere, Open AI, Google, Hugging Face, and more!
Data Analysis with LLMs teaches you to use the new generation of AI assistants and Large Language Models (LLMs) to aid and accelerate common data science tasks.
Learn how to use LLMs to:
• Analyze text, tables, images, and audio files
• Extract information from multi-modal data lakes
• Classify, cluster, transform, and query multimodal data
• Build natural language query interfaces over structured data sources
• Use LangChain to build complex data analysis pipelines
• Prompt engineering and model configuration
All practical, Data Analysis with LLMs takes you from your first prompts through advanced techniques like creating LLM-based agents for data analysis and fine-tuning existing models. You’ll learn how to extract data, build natural language query interfaces, and much more.