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16_11.s947

Materials for the Big Data, Visualization, and Society course at MIT DUSP

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014-summer-travels

Python-based spatial data analysis and visualization of the GPS location data from my 2014 summer travels.

2016-march-data-crunch-madness-

Machine Learning, Python Sklearn, 2016 NCAA, Classification, Data Mining

2016summer_ra-api

Python, graphlab, twitter api, crawling

activitysim

An Open Platform for Activity-Based Travel Modeling

airport-disease-modeling

A Python-based network model of worldwide air transportation for cancellation and quarantine testing.

algorithms

:computer: Data Structures and Algorithms in Python

algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.

analytics

This is the final project for the Master's level course Realtime and Big Data Analytics at New York University. In this project we analyze hidden patterns and extract information from datasets provided by Million Song Dataset, Last.fm, MusicBrainz and EchoNest.

artificial-intelligence

attachment-cleaner

Attachment Cleaner - simple python script to clean attached pdf files in zotero **does not work flawlessly - leaves orphaned items in database after cleaning

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-geospatial

Long list of geospatial tools and resources

awesome-gis

Awesome GIS is for collecting the GIS related sources, including cartographer tools, geoanalysis tools, developing tools, data, conference & communities, news, MOOC's course, some amazing map site, etc.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

awesome-python-books

:books: Directory of Python books

awesome-recommendation-engine

The purpose of this tiny project is to put things together with the know how that i learned from the course big data expert from formacionhadoop.com The idea is to use spark, kafka,mongo, machine learning algorithms, web sockets and play.

awesome-transit

Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:

aws-tools

Some of my tools and sample code for building with AWS.

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bda

Welcome to the MIT Big Data and Social Analytics certificate course.

bda-1

Course: Big Data Analytics (IDSS31165)

bda-2

Big Data Analytics for Health Care

bdaca

Course Materials Big Data and Automated Content Analysis

bdk06-public-health-and-big-data

BD2K Module 6

big-data-analytics

CMPT 733 - Big Data Analytics course. Project: Topic Modelling with Latent Dirichlet Allocation