AI ENGINEER ROADMAP 2025

AI Engineer Roadmap for Beginners

You will get:

• A structured 8-month step-by-step roadmap to become an AI/ML Engineer from zero knowledge
• Weekly learning modules covering Python, Data Science, Machine Learning, Deep Learning, NLP, and Reinforcement Learning
• Free curated resources (books, courses, documentation, GitHub projects) so you don’t waste time searching
• A guided project path, from beginner coding tasks to full AI applications
• Portfolio-building strategy with GitHub, LinkedIn, and personal branding tips
• Interview preparation resources, mock interview guides, and coding practice platforms
• Customizable roadmap you can adapt based on your pace and career goals

Why this roadmap is different:

• Designed for beginners with no prior AI experience
• Combines technical and soft skills to make you job-ready
• Includes both theory and hands-on projects so you build real skills
• Clear weekly plan removes confusion on “what to learn next”
• Practical focus: resume-ready projects, deployment skills, and networking strategies
• Covers both Data Scientist and Software Engineer aspects, the real foundation of an AI Engineer

What makes it customized:

• You can adjust study hours if you can’t follow 4 hours/day
• Project suggestions are flexible, so you can pick domains you like (finance, healthcare, NLP, or computer vision)
• Roadmap helps you personalize your learning pace while ensuring you stay on track

Total Duration: 8 months (recommended 4 hours/day, 6 days/week).

By the end:

• You will have a complete AI portfolio on GitHub
• You will be confident in Python, ML, Deep Learning, and NLP
• You will know how to deploy AI models to the cloud
• You will be prepared for technical interviews and career opportunities

This roadmap is for students, freshers, and professionals who want to switch into AI and need a clear, structured, and proven learning plan.