Martin John Madsen's repositories
ml-topn-recommender
A machine learning algorithm for recommending the top N results for a multi-class target.
ml-iot-fault-prediction
A machine learning demo to predict faults in penicillin batch production. Implemented using an IoT network.
book-quantum-mechanics
An introduction to quantum mechanics at the upper-level undergraduate level.
ml-gas-price
Using machine learning to predict the average price of gasoline in the U.S.
iot-ml-imdb-demo
A demonstration of an IoT project using AWS. I use data from the IMDB to predict the best combination of director, genre, and year for a new movie.
deployment-ready-data-science
Tutorial for techniques to make data science work deployment-ready.
ml-introduction-course
A self-paced introductory course for machine learning. I cover the basic tools and techniques used in making predictions using machine learning.
ml-iot-poker-network
A machine learning and IoT project optimizing the utilization of a network of resources.
ml-iot-resource-allocation
Resource allocation demo using prescriptive analytics.
ml-parallel-clustering
A small project that creates clusters of related entries using multiple cores.
python_arima
An introduction to data science and time-series forecasting using python.
warehouse-optimizer
Optimizing the relationship between products picked by humans from a warehouse.
data-iowa-liquor
A demonstration of data enrichment using the open Iowa Class 3 Liquor sales data.
game-Unity-space-roguelike
A 3D space roguelike game developed in Unity.
IndyML
Repos for the Indy Machine Learning Meetup
iot-adventureworks
Utilizing simulated IoT data to enrich enterprise data stores.
ml-network-monitor
Using public NDT data to demonstrate real-time IoT monitoring using Apache Storm.
ml-prediction-uncertainty
An introduction to uncertainties in machine-learning predictions.
ml-recipe-predictor
Using machine learning to predict the skills and tools needed to make Ratatouille based on an ingredient list.
ml-utility-use
A machine learning demonstration predicting the Los Angeles utility usage.
multiplayer-dm-roguelike
A project to create a multiplayer rougelike game with a dungeon master curating the adventures.
node-red-azure-webapp
A webapp wrapper for running node-red in an Azure Web App