Oreilly – Data Analysis with LLMs, Video Edition 2025-4

Oreilly – Data Analysis with LLMs, Video Edition 2025-4 Downloadly IRSpace

Aug 17, 2025 - 02:19 Updated: Aug 19, 2025 - 14:15

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Oreilly – Data Analysis with LLMs, Video Edition 2025-4

Data Analysis with LLMs, Video Edition. This course teaches you how to use large language models (LLMs) and AI assistants to accelerate common data science tasks. Participants will learn how to use these models to analyze text, tables, images, and audio files; extract information from multi-dimensional data sources; and classify, cluster, and query data. The course also covers building natural language query interfaces for structured data; using tools like LangChain to build data analysis pipelines; and topics like prompt engineering and model tuning. With a focus on practical aspects, the course takes you from basic to advanced techniques like building AI agents and fine-tuning existing models. Using Python libraries such as OpenAI, LangChain, and LlamaIndex, Professor Immanuel Tromer from Cornell University guides you through projects including structured and unstructured data analysis, image and audio processing, and optimizing the cost and quality of data analysis. This course will help you effectively apply generative AI to your daily work as a data scientist.

What you will learn

Classification, clustering, transformation, and querying of multidimensional data.
Building natural language query interfaces on structured data sources.
Creating LLM-based agents for independent data analysis.
Prompt Engineering and Model Configuration.