About AI-Assisted Data Science by Immanuel Trummer
Large language models like GPT-4 can extract insights from various types of data, including text, images, videos, audio data, and data tables. This book teaches you how to analyze large, multimodal data sets using just a few lines of Python code and the latest generation of large language models such as OpenAI’s GPT-4 Omni model.
The list of covered topics includes:
– Classifying text documents
– Analyzing images and video
– Transcribing audio data
– Text-to-SQL query interfaces
– Building agents for data analysis
– Creating apps with LangChain
– Fine-tuning and cost optimization
– Provider comparison (Google, Huggingface, Cohere, Anthropic, …)
– …
Reading this book will enable you to quickly create powerful data analysis pipelines that are customized to your data analysis needs while keeping processing fees in check.
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