lzcheng Goto Github PK

2015-09-15-chicago

2016-11-14-reproducible-undergrad-stats

Slides and other materials for the "Weaving reproducibility through the undergraduate statistics curriculum" ASA Webinar

36-315_spring_2017

caffo-coursera

A repository of my Coursera latex code and notes

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data

Data and code behind the stories and interactives at FiveThirtyEight

data-science-uscots-2017

Slides and demo materials for the "Teaching Data Science and Statistical Computation to Undergraduates" talk at USCOTS 2017

datasciencecoursera

Coursera Course The Data Scientist’s Toolbox by JHU

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

datasharing

The Leek group guide to data sharing

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

javaplex

Persistent Homology and Topological Data Analysis Library

jhudss03-getting-and-cleaning-data

Repo for Coursera course Getting and Cleaning Data by Johns Hopkins University

jhudss08-practical-machine-learning-project

Repo for Coursera course Practical Machine Learning by Johns Hopkins University

jhudss09-developing-data-product

jsm2016slides

Links to slides for talks at the 2016 Joint Statistical Meetings in Chicago

map2302

math241

Reed College MATH 241 Data Science

mathematicsbiostatisticsbootcamp2

The github repository for mathematical biostatistics bootcamp 2

oilabs-base-r

Source files for OpenIntro Statistics labs

openintro-r-package

R Package: openintro

openintro-statistics

An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high school variant.

openintrostatsslides

Slides for Intro Stats using OpenIntro Textbook

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

r-workshop

Materials for a short course in R.

readr

Read flat files (csv, tsv, fwf) into R

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

resampledata

R package of data sets from "Mathematical Statistics with Resampling in R"