Agentic AI Developer Roadmap

Track your progress and build your career in autonomous AI step by step

Foundational Skills

Master Python Core Concepts

Required

Math for AI (Linear Algebra, Probability, Calculus)

Required

Machine Learning Fundamentals

Required

Data Engineering & Preprocessing

Required

Version Control with Git

Recommended

Agentic AI Specialization

Reinforcement Learning Basics

Required

Learn Multi-Agent Systems

Advanced

Autonomous Decision-Making Algorithms

Advanced

Knowledge Representation Techniques

Advanced

Explainable AI Techniques

Recommended

Portfolio Building

GitHub Portfolio Setup

Required

3-5 Showcase Projects

Required

Open Source Contributions

Recommended

Write Case Studies for Projects

Advanced

Technical Blogging

Recommended

Advanced Topics

Learn Ethical AI Practices

Required

Explore Robotics Frameworks (ROS)

Advanced

Deploy Agents on Cloud Platforms

Advanced

Monitoring and Feedback Systems

Expert

Build Self-Improving Agents

Expert

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