bonetou / data-analysis-fis01082

Projects made for Data Analysis for Physicists course (FIS01082) - UFRGS

Data Analysis

Projects made for Data Analysis for Physicists course (FIS01082) - UFRGS

Content

• Project 1 - Autorregressive Model

  AR model applied to S&P 500 Financial Returns

• Project 2 - Kernel Density Estimation

  S&P 500 Close Prices KDE using Kernel Functions: Uniform, Gaussian and Epanechnikov

• Project 3 - Markov Chains

  Hourly New York Weather Prediction

• Project 4 - Ornstein Uhlenbek / Euler - Maruyama

  RC Circuit Simulation

• Project 5 - Principal Component Analysis (PCA)

  Image Compression using different images and number of components

• Project 6 - Support Vector Machine

  Linear SVM from Scratch