Unsupervised Learning (Spring 2024)
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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
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Advanced Numerical Algorithms (Spring 2024)
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Statistical Learning Theory (Spring 2021)
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Algebra (Spring 2021)
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Numerical Analysis (Spring 2021)
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Electromagnetic Field Theory (Spring 2021)
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Data Structures and Algorithms (Spring 2021)
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Optimization Algorithms (Spring 2020)
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Optimization in Machine Learning
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Information Theory (Spring 2021)
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Intro to Topology (Spring 2021)
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Machine Learning Theory (Spring 2021)
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Mathematical Engineering of Deep Learning (Spring 2021)
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Representation Learning (Summer 2023)
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Systems Programming (Spring 2021)
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Advanced Algorithms (Fall 2021)
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Statics and Mechanics of Materials (Spring 2020)
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Foundations of Reinforcement Learning (Fall 2021)
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Stochastic Processes (Spring 2021)
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Statistical Signal Processing (Spring 2021)
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Probability and Measure (Winter 2022)
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Game Engine Architecture (Winter 2024)
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Introduction to Logic for Computer Science (Spring 2020)
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Introduction to Quantum Computing (Spring 2021)
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Computational Learning Theory (Fall 2021)
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AI and Graphics (Spring 2021)
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Detection and Estimation Theory (Spring 2021)
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Advanced Formal Language Theory (Spring 2022)
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Software Construction (Spring 2021)
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Applied Group Theory (Spring 2021)
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Advanced Field Theory (Spring 2021)
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Statistical Methods: Likelihood, Bayes and Regression (Spring 2021)
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Online Algorithms (Spring 2021)
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Introduction to Cognitive Science (Spring 2021)
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Time Series Analysis (Winter 2021)
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Matrix Calculus For Machine Learning And Beyond (IAP 2023)
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C++ Programming (Summer 2021)
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Topics in Complex Analysis (Spring 2021)
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Enumerative Combinatorics (Spring 2021)
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Probabilistic Number Theory (Spring 2021)