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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

2015_hw

2015lab1

2015lab2

2015lab3

2015lab4

Lab for Linear and Logistic Regression, SciKit Learn

2015lab5

Lab 5, the first on Machine Learning!

2015lab6

clojure-koans

A set of exercises for learning Clojure

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

core

:house_with_garden: Open source home automation that puts local control and privacy first.

cs-books

Books Download From Google

data-science

:bar_chart: Path to a free self-taught education in Data Science!

dataquest-io

Projects from dataquest.io

deepschool.io

Deep Learning tutorials in jupyter notebooks.

docker-notebooks

Provides Minerva Collective analysts a consistent environment when working on projects

dotfiles

dse200_python_for_data_analysis

Homework/Classwork for my DSE 200 Python for Data Analysis Class at UC San Diego (UCSD)

dse201_database_management_systems

Database Management Systems Data Science Masters Course (DSE 201)

dse210_probability_statistics_python

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)

dse220_machine_learning

Repo for my graduate data science machine learning class at UCSD (UC San Diego). This course provides a broad introduction to the practical side of machine-learning and data analysis. The topics covered in this class include topics in supervised learning, such as k-nearest neighbor classifiers, decision trees, boosting and perceptrons, and topics in unsupervised learning, such as k-means, PCA and Gaussian mixture models.

dse230_data_analysis_using_hadoop_and_spark_ucsd

Map-reduce, streaming analysis, and external memory algorithms and their implementation using the Hadoop and its eco-system: HBase, Hive, Pig and Spark. The class will include assignment of analyzing large existing databases.

frontend

:lollipop: Frontend for Home Assistant

gangogh

Using GANs to create Art

google-homepage

hello-world

Just another repository

machine_learning_froyo

meetup-rsvper

Auto RSVP yes for meetup group events.