bhimmetoglu Goto Github PK

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014_data

Data directory for the CS109 Data Science course

2015

Public material for CS109

berkeleyx-cs100.1x-big-data-with-apache-spark

This repository contains code files specifically IPython notebooks for the assignments in the course "Introduction to Big Data with Apache Spark" by UC Berkeley and Databricks on edX

cltapp

Shiny App for illustrating the central limit theorem by simulations

courses

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

csc-computing-2017

Materials for the CSC computing series (2017)

cuda_cublas_curand_thrust

data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

datasciencecom-mhealth

A tutorial for datascience.com for classifying human activity from body motion and vital signs recordings.

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

feature-selection

food-blogs

A project for data mining and modeling recipes from online food blogs

haranalysis

Analysis of HAR data

hardata

im2recipe

Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kaggle_101

Some work on Kaggle data for fun

learning-spark

Example code from Learning Spark book

lion-codes

GPU research and teaching applications

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

mlrecipes

Code and notebooks for ML recipes

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

pancake

Pancake is a Python package which provides a simple API to stack scikit-learn models.

personalized-medicine

Work on personalized medicine competition

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

r_benchmark_test

A test program designed to scale a set of R analytics from small to large size.

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

robobohr

Machine learning framework for electronic structure prediction of molecules