Part II : 通論｜Ch6 Probabilistic Models/Logistic Regression & Metrics
Part II : 通論｜Ch9 Large-Scale Machine Learning
2024電子薄膜一
t III: 神經網路｜Ch14 Unsupervised Learning
Part III: 神經網路｜Ch10 Neural Networks: Design
Part I : 數學基礎｜Ch1 Introduction to ML & DL
Ch5 Uniform convergence ｜5.5 The Space of Continuous Functions
【OCW分類】第28講 廣義圓的方向、線性分式變換將實軸送到實軸的充要條件、上半平面的自同構群
Part II : 通論｜Ch5 Learning Theory & Regularization /Regularization
Ch5 Uniform convergence ｜5.8 The Stone-Weierstrass Theorem
Ch7 The inverse and Implicit function Theorems and related topics｜7.7 Constrained Extrema and Lagrange Multiplier
Ch1｜1.7 Metrics
電子學｜Ch1 Introduction
Ch6 Physics of MOS Transistors
【筆記分類】Ch1 From Complex Numbers to Cauchy’s Thm｜全純函數
2024電子薄膜二
Ch.8 Integration｜8.7 Introduction to distributions
Ch9 Fubini’s Theorem and the Change of Variables Formula ｜9.2 Fubini’s Thm
【OCW分類】第26講 交比的幾何意義
Ch6 Physics of MOS Transistors｜6.1 Structure of MOSFET
Ch6 Differentiable mappings｜6.7 Mean-Value Theorem
Ch2 The topology of Euclidean Space｜2.1 Theorems of Open Set
【OCW分類】第29講 檢討期末考(複變總整理)
【OCW分類】第18講 保角映射、自同構群
Ch6 Physics of MOS Transistors｜7.2 Common-Source Stage
Ch11 Frequency Response
Ch9 Fubini’s Theorem and the Change of Variables Formula ｜9.3 Change of Variable Thm
Ch.3 Compact and Connected Sets｜3.5 Connected Sets
Ch11 Frequency Response｜11.2 High Frequency Models of Transistors
Ch7 CMOS Amplifiers
Ch2 Semiconductor Physics｜2.1 Semiconductor Materials and their Properties
Ch10 Fourier Analysis｜10.3 Completeness and Convergence Thm
Ch10 Fourier Analysis｜10.2 Orthogonal families of functions
Ch6 Differentiable mappings｜6.3 Conditions of Differentiable mappings: Differentiable Paths
Ch5 Uniform convergence ｜5.2 The Weierstrass M-test
【OCW分類】第3講 冪級數展開、Liouville定理、代數基本定理、解析函數的零點
【筆記分類】Ch4 Harmonic Functions; Conformal Mapping｜28 Cross ratio and linear fractional transformatio
Ch.8 Integration｜8.3 Lebesque’s Theorem
Ch7 The inverse and Implicit function Theorems and related topics｜7.2 Implicit Function Theorem
Ch4 Continuous Mappings｜4.6 Uniform Continuity
【OCW分類】第27講 線性分式變換保持對稱、尋找特定區域間的解析同構
【OCW分類】第22講 Arzelà-Ascoli定理、Montel定理、Vitali定理
第21講 環帶的自同構群、黎曼映射定理、正規函數族、等度連續、Arzelà-Ascoli定理
【OCW分類】 第19講 單位圓盤的自同構群、複平面的自同構群、環帶間的解析同構
【筆記分類】Ch1 From Complex Numbers to Cauchy’s Thm
Ch5 Bipolar Amplifiers｜5.3.2 Common-Base Topology
Ch11 Frequency Response｜Q&A
Ch10 Differential Amplifiers｜10.1 General Considerations
Ch10 Differential Amplifiers
