AI/ML Developer Roadmap

Track your progress and build your career step by step

Technical Foundation

Master Python Core Concepts

Required

Version Control with Git

Required

Machine Learning Fundamentals

Required

Deep Learning Frameworks

Required

Natural Language Processing

Advanced

AI/ML Expertise

Scikit-learn Projects

Required

TensorFlow/PyTorch

Required

LLM Fine-tuning

Advanced

Generative AI Applications

Advanced

MLOps Best Practices

Expert

Portfolio Building

GitHub Portfolio Setup

Required

3-5 Showcase Projects

Required

Technical Blog Posts

Recommended

Open Source Contributions

Advanced

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