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Master Agentic Apps development from Scratch - Hands on!
Rating: 4.6 out of 5(32 ratings)
197 students

Master Agentic Apps development from Scratch - Hands on!

Tailored for developers looking to master the art of Agentic software creation without relying on frameworks
Last updated 2/2025
English

What you'll learn

  • Learn to develop autonomous systems that not only perform tasks but understand and adapt to user needs in real-time
  • Understand the underlying technologies behind transformative applications like AutoGPT, Anthropic’s Compute, and Devin AI
  • Learn what is behind the agentic frameworks including CrewAI, LangChain, and LlamaIndex
  • Acquire the ability to craft effective prompts that guide AI models to produce desired responses and behaviors
  • Learn ReAct (Synergizing Reasoning and Acting in Language Models)
  • Learn Advanced Prompt Engineering
  • Learn Autonomous AI application development
  • Learn Chain-of-Thought Prompting

Course content

3 sections19 lectures2h 47m total length
  • Demo application6:51
  • Course source code0:04
  • Create the Openai API key1:13

    Sign up at openai.com, log in, and open the dashboard or API keys to create your secret key. Copy it and save it securely for use in the project.

  • Getting started3:37

Requirements

  • Basic Programming knowledge required

Description

Unlock the potential of autonomous applications with our groundbreaking course, “Building Autonomous Apps using AI Agents from Scratch.” Tailored for developers looking to master the art of agentic software creation without relying on frameworks. That is correct. no third party libraries!


Learn to develop autonomous systems that not only perform tasks but understand and adapt to user needs in real-time

In this course, you will understand the underlying technologies behind transformative applications like AutoGPT, Anthropic’s Compute, and Devin AI, along with agentic frameworks including CrewAI, LangChain, and LlamaIndex.

This course offers a deep dive into the mechanics of building intelligent apps from the ground up. Learn to develop autonomous systems that not only perform tasks but understand and adapt to user needs in real-time.


What You Will Learn:

Framework-Free Development: Start with the basics and advance to building complex autonomous applications entirely from scratch. Gain a comprehensive understanding of the internal workings of each component and learn how to optimize algorithms effectively.

Explore Cutting-Edge Models and Applications: Understand the underlying technologies behind transformative applications like AutoGPT, Anthropic’s Compute, and Devin AI, along with agentic frameworks including CrewAI, LangChain, and LlamaIndex.

The ReAct Prompt Methodology: Delve into the ReAct prompt—a synergistic approach combining reasoning and action in language models. Learn how it integrates within AI agent workflows to autonomously perform multiple tasks based on user inputs.

Advanced Prompt Engineering: Master the crucial skill of crafting prompts that direct AI models to provide optimal, context-aware responses, essential for complex reasoning and user interactions.

Interactive Code-Along Sessions: Engage in detailed, real-time coding tutorials throughout each module, allowing for immediate application of concepts and techniques. This hands-on approach ensures you solidify your understanding and enhance your coding proficiency.

Capstone Project: Apply everything you’ve learned by developing an autonomous airline customer service application. This final project will showcase your ability to create sophisticated, interactive AI systems that are both innovative and practical.


Course Benefits:

By the end of this course, you will not only understand the theoretical aspects of creating autonomous AI applications but will also possess the hands-on experience needed to develop state-of-the-art intelligent systems. You’ll emerge with the skills to create apps that not only function autonomously but also truly engage with and understand user interactions.


Who Should Enroll:

This course is ideal for developers and software engineers curious about AI agent development and those aspiring to pioneer the next generation of intelligent applications.

Who this course is for:

  • Developers curious about AI Agent development