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Calculus 1
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3.
Addition modulo operation
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4.
Chinese remainder theorem
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Modular arithmetic
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7
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Complete Graph
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Graph Coloring
Graph Cutset
Graph for Machine Learning
Graph isomorphism
Graph representation
Hamilton Cycle
Hamilton Path
Kruskal's Algorithm
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Messag Passing Scheme
Path
Planar Graph
Prim's Algorithm
Tree
Undirected graph
Vertex
Binpacking Problem
Discrete Math
Linear Algebra
approximation
Least Square Data Fitting
Low-rank Approximation
decomposition
Jordan Block
Jordan Decomposition
function
Linear Function
Map
Regression Model for Vector
Vector Function
Visualizing Data by Projection
leastsquare
Constrained Least Square
Least Square
Least Square Classification
Multi-objective Least Square
Singular Value Decomposition
matrix
Diagonal Matrix
Dyad
Eigenvalue
Eigenvector
Frobernius Norm
Gram-Schmidt Algorithm
Latent Semantic Analysis
Linear System of Equations
Matrix
Matrix Completion
Matrix Norm
Operator Norm
Orthogonal Matrix
Orthogonal-triangular Decomposition
Positive Semi-definite Matrix
Recommendation System
Spectral Theorem
Square Matrix
Symmetric Matrix
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De-meaned Vector
Euclidean Distance
Euclidean Length
Euclidean Projection
First Order Taylor Approximation
Fourier Transform
Linear Combination
Ones Vector
Orthogonality
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Root Mean Square
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Unit Vector
Vector
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Gram-Schmidt Algorithm
Linear Algebra
Linear Dynamical Systems
Principal Component Analysis
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Operation Research
Operation Research
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Chapter3
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Stochastic Process
markov
Gambler's Ruin Problem
Long-run Proportion of Markov Chain
Recurrent State
State Accessibility
State Communication
State in Markov Chain
Transient State
Line of Best Fit
Memoryless Variable
Partly Correlation
Regression Model
Spearman's Rank Correlation Coefficient
Chapter 1
Population
Population mean
Sample mean
Chapter 2
Bayes theorem
Conditional probability
Intersect operation
Union operation
Chapter 3
Standard deviation
Chapter 4
Sample
Chapter 6
Sum of independent variables
Chapter 7
Distribution of a function of a random variable
Exponential Distribution
Gamma distribution
Hazard rate function
The DeMoivre-Laplace limit theorem
Uniform distribution
Chapter 8
Chi-squared distribution
Conditional joint distribution
Independent random variable
Joint cumulative distribution function
Joint distribution of functions of variables
Joint probability density function
Joint probability mass function
Jointly distributed random variable
Marginal probability mass function
Chapter 9
Conditional variance
Correlation
Linear regression
Moment generating function
Chapter 10
Central limit theorem
Chebyshev's inequality
Distribution of sample mean
Indicator Variable
Law of large number
Limit theorems
Markov's inequality
Mean square error
Strong law of large numbers
Weak law of large numbers
Chapter 11
Confidence interval
Prediction
t distribution
Chapter 12
Alternative Hypothesis
Hypothesis Testing
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t test
Type 1 Error
Type 2 Error
Chapter 13
Difference random variable of 2 variables
Population Proportion
conditional
Conditional expectation
Conditional Independence
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Correlation
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Linear regression
Moment generating function
Properties of expectation
Sample variance
Correlation
Conditional Independence
Correlation Coefficient
distribution
Binomial distribution
Chi-squared distribution
Conditional joint distribution
Continuous random variable
Cumulative distribution function
Discrete random variable
Distribution of a function of a random variable
Exponential Distribution
Gamma distribution
Hazard rate function
Independent random variable
Joint cumulative distribution function
Joint Distribution
Joint distribution of functions of variables
Joint probability mass function
Marginal probability mass function
Normal distribution
Poisson distribution
Probability density function
Skewness
Standard normal distribution
Sum of independent variables
The DeMoivre-Laplace limit theorem
Uniform distribution
Variance
multivariate
Comparision of Multivariate Means
Inferences about a Mean Vector
Multivariate Linear Regression Model
Multivariate Normal Distribution
Multivariate Statistics
Probability
Combination
Combinatorial analysis
Conditional Distribution
Intersect operation
Mutually exclusive
Permutation
Population
Population mean
Probability
Probability mass function
Sample mean
Sample space
Statistical event
Union operation
Sampling
Non-response error
Response error
Sample
Sample from Given Distribution
Sampling and Data
Sampling error
Systematic sampling
Stochastic
Counting Process
Poisson Process
test
F-distribution
Q-Q Plot
Time-series
Additive Model
Moving Average
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Seasonal Variation
Time Series
Time Series Trend
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Expected value
Standard deviation
Statistics
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Machine Image
Nov 22, 2024
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