Welcome to Cluster 12

Welcome to UCSD COSMOS's Cluster 12 "Machine Learning: Can We Teach a Computer to Think?" blog site. Here you'll be able to see photos, find out what we are learning and doing as well as links to our presentations and videos!

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First Machine Learning Project: Clustering

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On Wednesday, students presented their work on Spotify data using either k- Nearest Neighbors, k- Means Clustering or logistic regression.  They needed to also include a visualization of their data.  This was their first "formal" presentation of the cluster. They implemented algorithms to have the machine make suggestions or predictions about data.  Some created their own versions of recommender systems (based on songs, playlists, determining if a song is of a specific genre, etc.). Students determined what features were relevant and commented on any observations.  Below are their presentations.  Congratulations to Faculty Choice Award winners Faith and Ronit and People's Choice Award winner Angie and Isaac.  Andrea, Robert and Aamir Song Recommendation Algorithm :  Presentation Slides Angelina and Stik Recommendation Spotify Project :  Presentation Slides Minseo and Samuel Spotify Project :  Presentation Slides Amishi and Rhyan Spotify Playl...
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Final Presentations

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Thank you for being a part of Cluster 12.  It was an honor and privilege to be your Teacher Fellow and a part of your journey.  Thank you for allowing me to be your "paparazzi" in an attempt to capture your time in class and in lab.  It has been an absolute pleasure having this group of amazing individuals in Cluster 12.  They were challenged in many ways and rose to each challenge.  I am so proud of all they accomplished.  Final Project Special Recognition was awarded to Robert and Ronit. Below you'll find links to student team final project's: Video of presentation Slide deck Poster board Demo Aarushi " A Novel Approach to Identifying Pregnancy Risk and Delivery Type " Video | Slides | Posterboard | Demo Stanley " An AI-powered Parking Revolution " Video | Slides | Posterboard | Demo Robert and Ronit " Applying Machine Learning to the Process of Diagnosing Heart Disease " * Special Recognition * Video | Slides | Posterboard | Demo Swast...
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Project #2 - Image Processing and Neural Networks

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On Monday, July 24, students presented their neural network classification projects.  Students were tasked with training their model to identify images and create an application around it.  At the conclusion, the students voted for their "People's Choice Award" for their favorite application created.  The teaching team (faculty, cluster assistants and teacher fellow) selected the "Faculty Choice Award". Congratulations to our Faculty Choice Award winners: Angie and Aamir.  We had a tie for the People's Choice Awards!  Congratulations to Jyoti and Ronit and Samuel and Angelina. You can view everyone's presentation, slide deck and demo (if available) below. Amishi and Tomas - "Pixel Playoffs" Slides | Demo Ethan C. and Gaby - "Animal Pictionary" Slides | Demo Aarushi and Stanley - "Pictionary" Slides | Demo Ethan K. and Faith - "Scribble.io" Slides | Demo Samuel and Angelina - "Draw Off!" People's Choic...
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