Pinned Repositories
applying-gradient-descent-data-science-intro-000
applying-gradient-descent-lab-data-science-intro-000
applying-nearest-neighbors-data-science-intro-000
Box_Office_Success
Predict movie profitability given movie budget, genres, facebook likes and many more features using logistic regression, an assortment of trees and svm.
College_Scorecard
Linear regression on college student completion rate from Department of Education's College Scorecard.
Dress-Image-Recognition
Pattern Classification of Dresses
Mass-Shootings-Time-Series
Time series forecasting with SARIMA, VAR, Fast Fourier Transform, Exponential Smoothing, Prophet and LSTM Network on US gun violence incidents that result in multiple casualties.
TripAdvisor_Recommender
Single Vector Decomposition recommender system with Surprise library
Twitter-Data-Visualization
Visual exploration of Democratic presidential candidate tweets' metadata.
Udemine-Scraper
It scrapes course description and reviews from Udemy.
thomsu's Repositories
thomsu/awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
thomsu/ds-matplotlib-intro-readme-nyc-ds-career-012819
thomsu/dsc-04-40-03-introduction-to-neural-networks-lab-nyc-ds-career-012819
thomsu/dsc-04-40-04-deeper-neural-networks-nyc-ds-career-012819
thomsu/dsc-04-41-02-deep-networks-nyc-ds-career-012819
thomsu/dsc-04-42-02-tuning-neural-networks-with-regularization-nyc-ds-career-012819
thomsu/dsc-04-42-03-tuning-neural-networks-with-regularization-lab-nyc-ds-career-012819
thomsu/dsc-04-42-04-normalization-and-parameter-tuning-of-neural-networks-nyc-ds-career-012819
thomsu/dsc-04-43-04-building-a-cnn-from-scratch-nyc-ds-career-012819
thomsu/dsc-04-43-05-visualizing-intermediate-activations-nyc-ds-career-012819
thomsu/dsc-1-01-02-introduction-summary-nyc-ds-career-012819
thomsu/dsc-3-26-04-correlation-and-autocorrelation-in-time-series-nyc-ds-career-012819
thomsu/dsc-3-26-08-sarima-models-lab-nyc-ds-career-012819
thomsu/dsc-3-27-11-knn-with-sklearn-nyc-ds-career-012819
thomsu/dsc-3-32-05-gridsearchcv-nyc-ds-career-012819
thomsu/dsc-3-32-10-xgboost-nyc-ds-career-012819
thomsu/dsc-3-33-05-the-kernel-trick-nyc-ds-career-012819
thomsu/dsc-3-34-07-pca-implementation-visualization-python-numpy-lab-nyc-ds-career-012819
thomsu/dsc-3-34-08-principle-component-analysis-in-scikitlearn-nyc-ds-career-012819
thomsu/dsc-3-34-09-principle-component-analysis-in-scikitlearn-lab-nyc-ds-career-012819
thomsu/dsc-3-35-03-k-means-clustering-nyc-ds-career-012819
thomsu/dsc-3-35-05-hierarchical-agglomerative-clustering-nyc-ds-career-012819
thomsu/dsc-4-38-07-resilient-distributed-datasets-rdds-nyc-ds-career-012819
thomsu/dsc-4-38-08-rdd-transformations-and-actions-lab-nyc-ds-career-012819
thomsu/dsc-4-39-02-intro-to-recommendation-systems-nyc-ds-career-012819
thomsu/dsc-4-39-05-matrix-factorization-als-nyc-ds-career-012819
thomsu/dsc-4-41-01-Introduction-nyc-ds-career-012819
thomsu/dsc-4-42-01-Introduction-nyc-ds-career-012819
thomsu/python-advanced-dictionaries-dictionaryball-nyc-ds-career-012819
thomsu/python-class-variables-class-methods-lab-nyc-ds-career-012819