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AI & Machine Learning
90-Day AI Engineer Roadmap: From Zero to Production-Ready
This comprehensive 90-day roadmap is designed for aspiring AI Engineers aiming to build and deploy production-grade AI systems. Covering foundational Python and machine learning skills to advanced NLP, LLM engineering, and production AI with MLOps, scalability, and security, it offers a structured learning path with hands-on projects and career launch guidance.
14 pages90 min readBeginner to Intermediate
Key Takeaways
- Master Python, mathematics, and classical machine learning essentials for AI.
- Gain expertise in NLP, transformers, and build large language model applications.
- Learn production-grade MLOps, CI/CD, cloud deployment, and scalability techniques.
- Implement AI safety, security, and ethical best practices with real projects.
- Complete a capstone project and build a polished portfolio to launch your AI career.
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