GdMacmillan

FindingEpics

This is the repo for an activity recommender web application based on VeloSpark

galvanize_hire_predictor

This is a data analysis and modeling project I did to predict the probability of a student being hired given a set up input variables

GdMacmillan.github.io

Github pages blog built with Jekyll

kaggle-protein-classification

Human Protein Atlas Image Classification - Classify subcellular protein patterns in human cells

kickstarter_case_study

Analysis of Kickstarter campaign dataset and models which predict campaign success and staff picks

LensFlare

Python repository for deep learning using Tensorflow and Numpy

ml_flux_tutorial

A short tutorial to walk newbies or anyone interested in Julia through some basic code to start a computer vision project using Google Colab

spark_recommender_systems

This is an intro to recommender systems using the popular Movielens dataset and Spark.ML

think_julia_book

Coursework for the ThinkJulia Book by Ben Lauwens: https://benlauwens.github.io/ThinkJulia.jl/latest/book.html

VeloSpark

The Colorado activity recommender. This is an application I did for my data science immersive capstone project with Galvanize.

GdMacmillan/artificial-intelligence

GdMacmillan/awesome-public-datasets

A awesome list of (large-scale) public datasets on the Internet. (On-going collection)

GdMacmillan/courses

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

GdMacmillan/data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

GdMacmillan/data_science

GdMacmillan/dataweek-workshop

Machine learning workshop using Python, pandas, and scikit-learn. The first half of the day covered supervised classification using Logistic Regression and how to use cross validation to evaluate your models . The second half of the day covered unsupervised clustering with Kmeans as well as an overview of the data science process.

GdMacmillan/diploma-thesis

Diploma thesis "Concurrent Programming for Scalable Web Architectures" released under Creative Commons license

GdMacmillan/LearnDataScience

Open Content for self-directed learning in data science

GdMacmillan/LinRegVB

Code for my paper "Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression"

GdMacmillan/pipelines_and_featureunions

An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.

GdMacmillan/pyodbc

Python ODBC bridge

GdMacmillan/sounder

A grouping of Apache Pig examples.

GdMacmillan/spark-movie-lens

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

GdMacmillan/statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).