A physicist by training and a software engineer by career.
- Indianapolis, Indiana, USA
- https://www.linkedin.com/in/mjmadsen/
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ml-topn-recommender
ml-topn-recommender PublicA machine learning algorithm for recommending the top N results for a multi-class target.
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ml-iot-fault-prediction
ml-iot-fault-prediction PublicA machine learning demo to predict faults in penicillin batch production. Implemented using an IoT network.
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book-quantum-mechanics
book-quantum-mechanics PublicAn introduction to quantum mechanics at the upper-level undergraduate level.
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ml-gas-price
ml-gas-price PublicUsing machine learning to predict the average price of gasoline in the U.S.
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iot-ml-imdb-demo
iot-ml-imdb-demo PublicA 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.
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ml-introduction-course
ml-introduction-course PublicA self-paced introductory course for machine learning. I cover the basic tools and techniques used in making predictions using machine learning.
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