From recipe to chef : become an LLM engineer.

Format:

Video

Contributor:

Aranha, Vivian, instructor.

Packt Publishing, publisher.

Language:

English

Subjects (All):

Natural language processing (Computer science).

Machine learning.

Artificial intelligence.

Physical Description:

1 online resource (1 video file (4 hr., 51 min.)) : sound, color.

Edition:

[First edition].

Place of Publication:

[Birmingham, United Kingdom] : Packt Publishing, [2025]

Summary:

This course takes you from AI novice to skilled LLM engineer using a creative culinary metaphor. You'll start with a flavorful intro to language models, their evolution, and how they predict text. As you progress, you'll explore how data quality, tokenization, and bias impact training, before diving into the model development process—training, tuning, and optimizing performance using real-world tools. Prompt engineering is framed as seasoning your outputs, teaching techniques like zero-shot, few-shot, and chain-of-thought prompting. You'll then explore deployment options, API creation, UI design, and cloud hosting to serve your models effectively. The journey wraps with hands-on app development, monitoring techniques, and capstone projects to solidify your expertise. You'll leave this course ready to build, deploy, and refine LLM-powered apps, with a strong portfolio and the practical skills needed for a career in AI.

Notes:

OCLC-licensed vendor bibliographic record.

ISBN:

1-80602-451-9

OCLC:

1521182388