Agentic AI Roadmap 2025

Introduction

This tutorial provides a comprehensive roadmap to learning agentic AI by utilizing free resources and a structured study plan. Whether you're a beginner or looking to deepen your knowledge, this guide will help you navigate the key concepts and tools necessary for mastering agentic AI by 2025.

Step 1: Understand the Basics of Agentic AI

• Familiarize yourself with fundamental concepts:

  • Artificial Intelligence: Understand what AI is and its various applications.
  • Machine Learning: Learn how machines can learn from data.
  • Agentic AI: Focus on AI systems that can operate autonomously in complex environments.

• Recommended resources:

  • Online articles and introductory videos on AI and machine learning.

Step 2: Explore Free Learning Resources

• Access the following platforms for free courses and materials:

  • Codebasics: Offers a range of tutorials on AI and data science.
  • Kaggle: Great for hands-on practice with datasets and competitions.
  • Coursera and edX: Check for free courses related to AI and machine learning.

• Utilize the provided roadmap link for structured learning:

  • Agentic AI Roadmap

Step 3: Engage in Practical Learning

• Participate in bootcamps and workshops:

  • Join the Gen AI Bootcamp for intensive learning and mentorship.
  • Get hands-on experience through virtual internships.

• Check the bootcamp link:

  • AI Data Science Bootcamp

Step 4: Master Essential Tools and Software

• Download and familiarize yourself with PyCharm:

  • An integrated development environment (IDE) tailored for data science and AI/ML projects.
  • Use the following link to get started:
    • Try PyCharm

• Take advantage of a free 3-month PyCharm Pro subscription using the code “PyCharm2codebasics” before February 01, 2026.

Step 5: Build a Community Network

• Join the Discord community for support and collaboration:

  • Codebasics Discord

• Follow social media channels for updates and tips:

  • Instagram: Codebasics Instagram
  • LinkedIn: Codebasics LinkedIn

Step 6: Seek Additional Learning and Support

• Explore affordable video courses for deeper learning:

  • Visit Codebasics Courses.

• Consider professional help for software and data analytics solutions:

  • Visit Atliq for consulting services.

Conclusion

By following this structured roadmap, you can effectively learn agentic AI using a variety of free resources, engage in practical applications, and connect with a supportive community. Start with the basics, utilize the recommended tools, and consider joining a bootcamp for hands-on experience. Stay consistent with your learning, and you will be well on your way to mastering agentic AI by 2025.