Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed. Become skilled in Artificial Intelligence, ...

Prior deep learning experience (e.g. ELEC_ENG/COMP_ENG 395/495 Deep Learning Foundations from Scratch ) and strong familiarity with the Python programming language. Python will be used for all coding ...

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Prior machine learning experience (e.g., an introductory machine learning ... differentiation students will code up - from scratch - popular examples of each such network ...

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed. Become skilled in Artificial Intelligence, ...