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    • Joshua Leeds (jleeds) My Assignments

    Assignment 0: Dummy Assignment

    This assignment adds two numbers

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    Assignment 1: Data Collection and Analysis

    This Assignment finds the optimal location to stand when waiting for an elevator at CDS to minimize walking distance

    Github Link

    Assignment 2: KMeans Clustering Visualization Webpage

    This assignment visualizes Kmeans

    Github Link Video Link

    Assignment 3: Singular Value Decomposition

    This assignment does SVD to preform dimensionality reduction

    Github Link

    Assignment 4: Latent Semantic Analysis

    This assignment does Latent Semantic Analysis and has a video

    Github Link Video Link

    Assignment 5: K-Nearest Neighbors Kaggle Competition

    KNN Kaggle Competition

    Github Link

    Midterm Project on Kaggle

    Midterm

    Github Link

    Assignment 6

    Linear Regression

    Github Link Video Link

    Assignment 7

    Linear Regression part 2 with Confidence Intervals and P value

    Github Link Video Link

    Assignment 8

    Logistic Regression, explore the effect of shifting clusters in a dataset on the parameters of a logistic regression model.

    Github Link Video Link

    Assignment 9

    Neural Networks.

    Github Link Video Link