{"product_id":"llms-in-action-9781633437647","title":"LLMs in Action","description":"\u003cp\u003e • Author(s): Immanuel Trummer\u003cbr\u003e • Publisher: Manning Publications\u003cbr\u003e • Publisher Imprint: Manning Publications\u003cbr\u003e • BISAC: Artificial Intelligence - Expert Systems\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSpeed 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!\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003ci\u003eData Analysis with LLMs\u003c\/i\u003e teaches you to use the new generation of AI assistants and Large Language Models (LLMs) to aid and accelerate common data science tasks. \u003cp\u003e\u003c\/p\u003eLearn how to use LLMs to: \u003cp\u003e\u003c\/p\u003e- Analyze text, tables, images, and audio files\u003cbr\u003e - Extract information from multi-modal data lakes\u003cbr\u003e - Classify, cluster, transform, and query multimodal data\u003cbr\u003e - Build natural language query interfaces over structured data sources\u003cbr\u003e - Use LangChain to build complex data analysis pipelines\u003cbr\u003e - Prompt engineering and model configuration \u003cp\u003e\u003c\/p\u003e All practical, \u003ci\u003eData Analysis with LLMs\u003c\/i\u003e 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. \u003cp\u003e\u003c\/p\u003e Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e Large Language Models (LLMs) can streamline and accelerate almost any data science task. Master the techniques in this book, and you'll be able to analyze large amounts of text, tabular and graph data, images, videos, and more with clear natural language prompts and a few lines of Python code. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003ci\u003eData Analysis with LLMs\u003c\/i\u003e shows you exactly how to integrate generative AI into your day-to-day work as a data scientist. In it, Cornell professor Immanuel Trummer guides you through a series of engaging projects that introduce OpenAI's Python library, tools like LangChain and LlamaIndex, and LLMs from Anthropic, Cohere, and Hugging Face. As you go, you'll use AI to query structured and unstructured data, analyze sound and images, and optimize the cost and quality of your data analysis process. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eWhat's inside\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e- Classify, cluster, transform, and query multimodal data\u003cbr\u003e - Build natural language query interfaces over structured data sources\u003cbr\u003e - Create LLM-based agents for autonomous data analysis\u003cbr\u003e - Prompt engineering and model configuration \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e For data scientists and data analysts who know the basics of Python. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the author\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003eImmanuel Trummer\u003c\/b\u003e is an associate professor of computer science at Cornell University and a member of the Cornell Database Group. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eTable of Contents\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e Part 1\u003cbr\u003e 1 Analyzing data with large language models\u003cbr\u003e 2 Chatting with ChatGPT\u003cbr\u003e Part 2\u003cbr\u003e 3 The OpenAI Python library\u003cbr\u003e 4 Analyzing text data\u003cbr\u003e 5 Analyzing structured data\u003cbr\u003e 6 Analyzing images and videos\u003cbr\u003e 7 Analyzing audio data\u003cbr\u003e Part 3\u003cbr\u003e 8 GPT alternatives\u003cbr\u003e 9 Optimizing cost and quality\u003cbr\u003e 10 Software frameworks","brand":"Manning Publications","offers":[{"title":"Hardcover","offer_id":45608487157911,"sku":"9781633437647","price":3702.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781633437647.webp?v=1768599882","url":"https:\/\/atlanticbooks.com\/products\/llms-in-action-9781633437647","provider":"Atlantic Books","version":"1.0","type":"link"}