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zhongyuk's Projects

cleandata_peerassproject icon cleandata_peerassproject

The run_analysis.R script uses a machine learning dataset collected from the accelerometers from the Samsung Galaxy S smartphone, to form a lower dimensional (less variables) tidy dataset - HAR_mean.txt.

courses icon courses

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

expana_pm25 icon expana_pm25

This repo contains the codes and plots for analyzing pm2.5 dataset provided by Coursera John Hopkins Data Science series - Exploratory Data Analysis - Course Project 2

exponentialdistributionsimulation icon exponentialdistributionsimulation

This is a simulation of exponential distribution using R. It is shown in this simulation that Central Limit Theorem is verified to be applicable in exponential distribution.

introml icon introml

Starter project code for students taking Udacity ud120

practicalmachinelearning-courseproject icon practicalmachinelearning-courseproject

This is a repo for Coursera Practical Machine Learning Peer Assessment Project. It contains the write up report in Rmd format and its compiled html format documents for the PML Peer Assessment Project.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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