mhc-stat340-f2019-sec02 Goto Github PK
Type: Organization
Type: Organization
Matrix Notation for Simple Linear Regression
Data transformations
KNN regression
Intro to Classification
Interpreting coefficients from logistic regression and evaluative metrics for classification
Bernoulli,Binomial,MLE
Candy and Logistic Regression
Logistic Regression for a Binomial Random Variable
Model and probabilistic form of simple linear regression.
Collaborative filtering and KNN regression for classification
Ridge regression and LASSO
Intro to regression trees
bagging, random forests, boosting
stacked generalization
Multiple and polynomial regression; optimizing regression parameters
Optimizing regression parameters using SSE
training, testing, validation
orthogonal projections and optimization
Homework #1
HW02. An overview of Regression
Lab on Data Transformers
Lab on Simple, Multiple, Polynomial Reg.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.