Learn how to build, train, deploy, and scale AI-powered applications using machine learning, deep learning, LLMs, MLOps, and AI infrastructure.
Prerequisites
Things to know or have ready before you start
Learning Path
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After completing this roadmap, consider exploring these related paths
Data Engineer
Learn how to build scalable data pipelines, process large datasets, manage data platforms, and design reliable data infrastructure for analytics and AI systems.
Machine Learning Engineer
Learn how to build, train, deploy, optimize, and scale machine learning systems for real-world applications.
MLOps Engineer
Learn how to build, deploy, monitor, automate, and scale machine learning systems in production environments.
DevOps Engineer
Learn how to automate infrastructure, manage deployments, monitor systems, and build scalable DevOps workflows using modern tools and cloud platforms.
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