Introduction to large language models with GPT & LangChain

• Titel: Introduction to large language models with GPT & LangChain
• Mitwirkende: Vankrunkelsven, Vincent [MitwirkendeR]
• Institutionen: Packt Publishing, [Verlag]
• Ausgabe: [First edition].
• Verlagsort: [Birmingham, United Kingdom]
• Verlag: Packt Publishing
• E-Jahr: 2025
• Jahr: [2025]
• Umfang: 1 online resource (1 video file (45 min.))
• Illustrationen: sound, color.
• Fussnoten: "DataLab" : DataLab is a learning solution designed to empower individuals and teams to explore data, build skills, and solve real-world problems. With interactive content, hands-on exercises, and a focus on practical application, DataLab helps learners turn data curiosity into confident capability—no matter where they start. - Online resource; title from title details screen (O’Reilly, viewed April 9, 2025)
• ISBN: 978-1-80602-047-8
• ISBN: 1-80602-047-5
• Datenträger: Online-Ressource
• Sprache: eng
• Sach-SW: Génération automatique de texte ; Logiciels
• Sach-SW: Logiciels d'application ; Développement
• Sach-SW: Agents intelligents (Logiciels)
• Sach-SW: Intelligence artificielle
• Sach-SW: artificial intelligence
• Form-SW: Instructional films
• Form-SW: Nonfiction films
• Form-SW: Internet videos
• Form-SW: Films de formation
• Form-SW: Films autres que de fiction
• Form-SW: Vidéos sur Internet
• K10plus-PPN: 1924460653
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4718961165
• Lokale URL Inst.: Zum Volltext

Abstract

In this course, you'll unlock the potential of large language models (LLMs) like OpenAI's GPT, using LangChain to analyze electric car registrations in Washington state. Start by importing the electric car dataset and asking GPT insightful questions about the data. Engage in a dynamic conversation with GPT to generate and execute Python code that uncovers key trends, such as identifying the most popular electric vehicle models. As you interact with GPT, you'll create and visualize data through detailed bar plots. The course emphasizes a seamless workflow where GPT's conversational memory helps maintain context across interactions, ensuring precise, reproducible insights. By the end, you'll have a solid understanding of how to leverage conversational AI to enrich data analysis, automate coding tasks, and visualize complex datasets—empowering you to make data-driven decisions with confidence.