))
Data Analysis with LLMs: Text, tables, images and sound
Manage episode 501715330 series 3683458
CyberSecurity Summary에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 CyberSecurity Summary 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Explores the multifaceted application of Large Language Models (LLMs) in data analysis. It covers analyzing various data types, including text, structured data (tables and graphs), images, and audio, often detailing how LLMs, like OpenAI's GPT models, can be used either directly on data or indirectly by generating code for external tools. The source also examines optimizing LLM usage for cost and quality through model selection, prompt engineering, and fine-tuning, alongside an overview of alternative LLM providers (Anthropic, Cohere, Google, Hugging Face) and advanced software frameworks like LangChain and LlamaIndex for building complex data analysis agents and applications.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Data-Analysis-LLMs-tables-images/dp/1633437647?&linkCode=ll1&tag=cvthunderx-20&linkId=ab34caf6bc8d1c8bcbf742bc56cd4890&language=en_US&ref_=as_li_ss_tl
…
continue reading
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Data-Analysis-LLMs-tables-images/dp/1633437647?&linkCode=ll1&tag=cvthunderx-20&linkId=ab34caf6bc8d1c8bcbf742bc56cd4890&language=en_US&ref_=as_li_ss_tl
1001 에피소드
공유
