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京东 11.11 红包
Mathematical Engineering of Deep Learning (Spring 2021)
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by Yoni Nazarathy at UQ https://www.youtube.com/playlist?list=PL7RZyOlq_XnycVwvTwpTwDFXgssS-4JFU 课程主页:https://deeplearningmath.org/amsi-summer-school-course-2021.html
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Unsupervised Learning (Spring 2024)
Statistical Learning Theory (Spring 2021)
Mathematical Statistics (Spring 2021)
Algebra (Spring 2021)
Computational Methods in Engineering (Spring 2020)
Computer Systems Engineering (Spring 2023)
Foundations of Reinforcement Learning (Fall 2021)
Signals and Systems (Spring 2021)
Numerical Analysis (Spring 2021)
Bandit Algorithms and Online Learning (Fall 2021)
Data Science and Engineering (Spring 2021)
Memory Device Technologies and Applications (Fall 2021)
Electromagnetic Field Theory (Spring 2021)
Mathematics of Machine Learning (Spring 2021)(部分)
Statistical Modeling (Spring 2021)
History of Analytic Philosophy (Spring 2021)
Applied Algebra (Spring 2021)
Mathematics of Deep Learning Seminar 20/21
Learning in Graphical Models (Spring 2021)
4D Topology (Spring 2021)
Machine Learning Theory (Spring 2021)
Physical Foundations of Computer Engineering (Fall 2020)
Computational Learning Theory (Fall 2021)
Combinatorics (Spring 2021)
Optimization in Machine Learning
Computational Topology (Spring 2021)
Nonlinear Dynamics and Chaos (Spring 2021)
Algorithms for Data Science (Spring 2021)
Model Theory (Spring 2021)
Random Variables and Stochastic Processes (Spring 2021)
Mathematical Optimization (Winter 2021)
Coxeter Groups (Spring 2021)
Detection and Estimation Theory (Spring 2021)
COS 302: Mathematics for Numerical Computing and Machine Learning (Spring 2021)
Artificial Intelligence (Spring 2021)
Further Topics in Probability (Spring 2021)
Probabilistic Number Theory (Spring 2021)
Data Structures and Algorithms (Spring 2021)
Advanced Object-Oriented Programming (Fall 2021)
Systems Software (Spring 2024)