Frontend Masters – Build an AI Agent from Scratch 2024-12

Build an AI Agent from Scratch is an AI Agent Design and Development course published by Frontend Masters Online Academy. Build an AI Agent from Scratch is an engaging course that teaches people how to design and develop AI Agents from scratch. It covers fundamental concepts such as decision-making algorithms, natural language processing, reinforcement learning, and integration with real-world environments. People learn to build functional AI Agents that are capable of performing complex tasks autonomously, using Python and common AI frameworks. By the end of the course, learners will have a deep understanding of how AI Agents work, how to train and test them effectively, and how to deploy them in applications.

In this course, you will learn how to build a fully functional AI Agent from scratch using the OpenAI GPT API. The focus will be on the Backend, with TypeScript as the primary language. Additionally, you will learn how to generate UI components using structured outputs. By the end of the course, you will have a working AI Agent that can perform various tasks using GPT.

What you will learn in Build an AI Agent from Scratch:

• Learn how to integrate the OpenAI GPT API into your project
• Learn how to implement tool calls to execute dynamic actions
• Master structured outputs for both decision making and UI generation
• Learn how to manage message and conversation history with LLM
• Explore optimization techniques for faster and more efficient agent behavior
• And…

Course specifications

• Publisher : Frontend Masters
• Teacher : Scott Moss
• Language: English
• Level : All Levels
• Lectures : 24
• Duration : 4 hours and 7 minutes

Course topics

Build an AI Agent from Scratch Prerequisites

Node.js
Comfortable with JavaScript/TypeScript
Basic knowledge of APIs
OpenAI API account setup

Pictures

Build an AI Agent from Scratch introduction video

Installation guide

After Extract, watch with your favorite Player.

Subtitle: English

Quality: 1080p

The 2024/12 version is a classified version with subtitles compared to the 2024/11 version.

Download link

Download Part 1 – 1 GB

Download Part 2 – 293 MB

Size

1.28 GB