Here is a link to event page. Machine Learning: A Probabilistic Perspective Notes - ML textbook with an emphasis on describing concepts with relation to probability. Elements of Statistical Learning ...

Introduction to Machine Learning is a comprehensive textbook on the subject, covering a broad array of topics not usually included in introductory machine learning texts. Subjects include supervised ...

Machine Learning holds a great potential for statistical organisations. It can make the production of statistics more efficient by automating certain processes or assisting humans to carry out the ...

The lectures should be self-contained, but these books should help you, especially if you would like to dive deeper. Requires prereq courses of CSCI 2820 or APPM 3310 or MATH 2130 or CSCI 3022 or APPM ...

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...

into digital textbooks can enhance learning experiences. Published in the Proceedings of Machine Learning Research, this work envisions a future where static course materials transform into ...