Frontend Masters – Prototype to Production: Advanced AI Apps 2024-11

Prototype to Production: Advanced AI Apps is an AI application development lifecycle course published by FrontendMasters Online Academy. Prototype to Production: Advanced AI Apps is a comprehensive course designed to guide individuals through the AI ​​application development lifecycle. From ideation and prototyping to deploying fully functional and scalable AI solutions, this course covers advanced concepts and practical techniques. Individuals will explore advanced tools and frameworks, learn to integrate AI models into real-world applications, and ensure that their solutions meet production standards for performance and reliability.

You will learn how to set up evaluation processes, including metrics, scores, and datasets. You will explore techniques such as rapid engineering, retrieval-augmentation generation (RAG), and hyperparameter tuning to improve the performance of large language models. Focusing on best practices in AI development, this course is ideal for developers, AI enthusiasts, and professionals looking to bridge the gap between experimentation and practical implementation. By the end of this course, you will be equipped to take your AI application from prototype to production.

What you will learn in Prototype to Production: Advanced AI Apps:

• Understand how to deploy and evaluate AI programs for production
• Explore techniques such as rapid engineering, RAG, and hyperparameter tuning to improve LLM accuracy
• Understand strategies for managing token constraints, optimizing speed, latency, and reducing cost
• Using structured outputs to get definitive values ​​from LLMs
• And…

Course specifications

Publisher: FrontendMasters
Instructors: Scott Moss
Language: English
Level: Introductory to Advanced
Number of Lessons: 5
Duration: 4 hours and 41 minutes

Course topics

Prototype to Production: Advanced AI Apps Prerequisites

Node.js
Basic knowledge of APIs
OpenAI API account setup

Pictures

Prototype to Production: Advanced AI Apps introduction video

Installation guide

After Extract, watch with your favorite Player.

Subtitle: None

Quality: 1080p

Download link

Download – 827 MB

Size

827 MB