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Unsupervised Learning (Spring 2024)
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STAT 437 by Tori Ellison at UIUC https://courses.las.illinois.edu/spring2024/stat437/
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【最新版高中数学】函数大合集,13小时从入门到精通!直击高考丨全知识点丨全考点丨全优化丨全闭坑丨轻松登顶
Advanced Numerical Algorithms (Spring 2024)
Statistical Learning Theory (Spring 2021)
Algebra (Spring 2021)
Numerical Analysis (Spring 2021)
Electromagnetic Field Theory (Spring 2021)
Data Structures and Algorithms (Spring 2021)
Optimization Algorithms (Spring 2020)
Optimization in Machine Learning
Information Theory (Spring 2021)
Intro to Topology (Spring 2021)
Machine Learning Theory (Spring 2021)
Mathematical Engineering of Deep Learning (Spring 2021)
Representation Learning (Summer 2023)
Systems Programming (Spring 2021)
Advanced Algorithms (Fall 2021)
Statics and Mechanics of Materials (Spring 2020)
Foundations of Reinforcement Learning (Fall 2021)
Stochastic Processes (Spring 2021)
Statistical Signal Processing (Spring 2021)
Probability and Measure (Winter 2022)
Game Engine Architecture (Winter 2024)
Introduction to Logic for Computer Science (Spring 2020)
Introduction to Quantum Computing (Spring 2021)
Computational Learning Theory (Fall 2021)
AI and Graphics (Spring 2021)
Detection and Estimation Theory (Spring 2021)
Advanced Formal Language Theory (Spring 2022)
Software Construction (Spring 2021)
Applied Group Theory (Spring 2021)
Advanced Field Theory (Spring 2021)
Statistical Methods: Likelihood, Bayes and Regression (Spring 2021)
Online Algorithms (Spring 2021)
Introduction to Cognitive Science (Spring 2021)
Time Series Analysis (Winter 2021)
Matrix Calculus For Machine Learning And Beyond (IAP 2023)
C++ Programming (Summer 2021)
Topics in Complex Analysis (Spring 2021)
Enumerative Combinatorics (Spring 2021)
Probabilistic Number Theory (Spring 2021)