DataTalksClub's data engineering zoomcamp — foundational for AI/ML pipelines. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
DataTalksClub's free 4-month ML Zoomcamp — classical ML to deployment. Project-based. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
DataTalksClub's free 9-week MLOps Zoomcamp — experiment tracking, orchestration, deployment, monitoring. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
Goku Mohandas's Made With ML — design, develop, deploy production ML systems. Excellent MLOps resource. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
IBM Cognitive Class's ML with Python course — scikit-learn, supervised, unsupervised, deep learning intro. {description}
ಸರ್ಟಿಫಿಕೇಟ್: completion
DataCamp's free intro to Python — variables, lists, NumPy. Foundation chapter is free. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
AssemblyAI's channel of practical AI engineering tutorials — speech, NLP, building with LLMs. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
Sentdex's classic Python ML tutorial series — algorithms, scikit-learn, projects. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
Harrison Kinsley's series building a neural network from scratch in pure Python — no frameworks. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none
Krish Naik's complete ML playlist — algorithms, math, hands-on projects. India's most-watched ML tutor. {description}
ಸರ್ಟಿಫಿಕೇಟ್: none