My (Chiffon) Nguyen
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Minerva global rotation
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Machine Learning Specialization
Minerva AH164 Political Philosophy
Minerva CS111 Single and Multivariable Calculus
Minerva CS113 Linear Algebra
Minerva CS156 Machine Learning
Minerva CS164 Optimization Methods
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AI
Deep Learning
activation function
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neuron
rectified linear unit ReLU
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Reinforcement Learning
reinforcement learning
Supervised Learning
adaptive boosting
Area under ROC curve AUC
binomial logistic regression
boosting
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confusion matrix
decision tree (ML)
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Theory
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machine learning
machine learning development process
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Unsupervised Learning
anomaly detection
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recommender system
unsupervised learning
AI Terminology to kickstart AI Ethics conversations
Math
Algebra
composite function
contour map
elementary function
endpoint
equation
function
level curves
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plane
sigmoid function
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Calculus
antiderivative
approximation
asymptote
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chain rule (calculus)
constrained optimization
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definite integral
derivative
differentiable
differential equation
differentiation
directional derivative
double integral
extreme value theorem
feasible region
finite difference approximations for derivative
global extremum
gradient
Hessian matrix
improper integral
local minimum
mean value theorem
ordinary differential equation
partial derivative
positive definite
quadratic approximation
related rates
Riemann sum
second partial derivative test
slope field
Taylor polynomial
Taylor series
Geometry
convex polyhedron
half space
Linear Algebra
augmented matrix
column space
convolution
determinant
dot product
eigenstuff
eigenvalue
eigenvector
geometric vector
inverse matrix
linear combination
linear system
linearly dependent
matrix congruence
singular
span
square matrix
subspace
the Spectral Theorem
transpose
vector
vector space
Optimization
backtracking line search
bisection method
branch and bound method
convex optimization
descent method
gradient descent
inexact line search
Lagrange multipliers
line search
linear programming
slack variable
step size
Sylvester's criterion
symmetric block matrix
Wolfe conditions for line search
Prob & Stats
analysis of covariance
analysis of variance
assignment mechanism
average treatment effect
average treatment effect for the treatment group
average treatment effect for the untreated group
Bayes Theorem (general)
Bayes' Theorem
Bayes' Theorem (odds)
bayesian
Bayesian inference
bayesian model metrics
Bayesian model selection
expectation of functions of random variable (LOTUS)
Laplace approximation
sample space
Philosophy
Abizadeh (2012) Nationalism, Democracy, and the Boundary Problem
epistemic justice
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Feb 25, 2025
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