/MyProjects

Data Analysis Projects

Primary LanguageJupyter Notebook

MyProjects/notebooks

Data Analysis and ML Projects

Algorithm Evaluation

  • evaluation of the image recognition algorithm

Covid-19 Spain Analysis & Forecast

  • time series
  • linear regression with regularization
  • SARIMAX

House Prices Prediction

  • kaggle competition
  • advanced regression techniques
  • classic Machine Learning vs. Deep Learning

Outliers Detection

Outliers Detection algorithm comparison

  • z-statistics
  • robust z-statistics
  • IQR method

Text Data Normalization

  • cosine distance
  • Tableau visualization

Store Sales Time Series Forecasting

  • kaggle competition
  • time series
  • hybrid models