Prototype to Production - Advanced AI Apps

Prototype to Production: Advanced AI Apps

https://FreeCourseWeb.com

Released 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 5 Lessons ( 4h 41m ) | Size: 985 MB

Master the Art of Taking Your AI App to Production with Scott Moss

By participating along with us in the workshop, you'll learn
Understand how to release and evaluate AI apps for production.
Learn to establish evaluation metrics, scoring systems, and datasets (synthetic and real) for accurate evaluations.
Explore techniques like prompt engineering, RAG, and hyperparameter tuning to improve LLM accuracy.
Discover strategies for handling token limits, speed optimization, latency, and cost reduction.
Use structured outputs to get deterministic values from LLMs.
Learn to classify user inputs before responding to improve accuracy and efficiency.

Is This Workshop for Me?
This course is aimed at developers familiar with Node.js and APIs who have built an LLM-based app and are ready to take it to the next level by improving its accuracy, performance, and scalability for production use.