mhc-stat340-f2019-sec02 Goto Github PK
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mhc-stat340-f2019-sec02's Projects
class1
Matrix Notation for Simple Linear Regression
class10
Data transformations
class12
KNN regression
class13
Intro to Classification
class14
Interpreting coefficients from logistic regression and evaluative metrics for classification
class15
Bernoulli,Binomial,MLE
class16
class17lab
Candy and Logistic Regression
class18
class19
Logistic Regression for a Binomial Random Variable
class2
Model and probabilistic form of simple linear regression.
class20
Collaborative filtering and KNN regression for classification
class21
Ridge regression and LASSO
class22
Intro to regression trees
class23
bagging, random forests, boosting
class24
stacked generalization
class3
Multiple and polynomial regression; optimizing regression parameters
class5
Optimizing regression parameters using SSE
class6
training, testing, validation
class7
orthogonal projections and optimization
class8_lab
hw01
Homework #1
hw02
HW02. An overview of Regression
lab11
Lab on Data Transformers
simplemultiplepolynomial
Lab on Simple, Multiple, Polynomial Reg.
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