Applied Machine Learning - Week 8

Monday the 13th - Friday the 17th of June 2022

Monday 13th of June (afternoon):
Lectures: Echo State Networks (ESN) and anomaly detection (James Avery).

Zoom: Last year's recording in Lecture video I (241 MB) and Lecture video II (144 MB) (before/after power out).

Exercise: Try to install and use an Echo State Network (ESN) on github, with the examples mini ESN and ESN sequence training.
     Alternatively, work on final project work.


Wednesday 15th of June - EXAM:
Course exam: The following are the presentation schedule and guidelines.
     Student evaluation of Wednesday talks.

Zoom:Link to exam (NOT recorded!).

Projects:
    Project 1: Market Making.
    Project 2: Predicting weather from weather station data.
    Project 3: Characterising wetland ecosystems from satellite data.

    Project 4: Zebra Call Type Classification And Clustering.
    Project 5: Medical Data Analysis.
    Project 6: Analysis of insoluble images from Peruvian Icecore I.

    Project 7: Analysis of insoluble images from Peruvian Icecore II.
    Project 8: IceCore MeltLayer Predictions using a CNN.
    Project 9: Machine Learning on the OMXC25 Stocks.

    Project 10: Predicting financial concerns.
    Project 11: Wine and label project.
    Project 12: Predicting Pokemons.

    Project 13: Clustering Tweets.
    Project 14: Analysis of insoluble images from Peruvian Icecore III.


Thursday 16th of June - EXAM:
Course exam: The following are the presentation schedule and guidelines.
     Student evaluation of Thursday talks.

Zoom:Link to exam (NOT recorded!).

Projects:
    Project 15: Arctic Sea Ice.
    Project 16: Chess AI.
    Project 17: NLP for Email spam filter.

    Project 18: NLP on genetics.
    Project 19: Analysis of insoluble images from Peruvian Icecore IIII.
    Project 20: DNA sequencing cancer.

    Project 21: CNN in playing game.
    Project 22: Classification of Heavy Neutral Leptons.

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Last updated: 15th of June 2022 by Troels Petersen.