/Learning-From-Data-Projects

Istanbul Technical University Computer Vision BLG454-E Homeworks

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Learning-From-Data-Projects

Istanbul Technical University Computer Vision BLG454-E Homeworks There are 4 homeworks and 1 term project. Each homework solution is my solution for the homework but they all are might not be the optimal solutions. Term project needs more documentation but all the necessary files are there. It is just a little messy but i will clear and write nice documentation for that too.

  • Homework 1 = Maximum Likelihood Estimation
  • Homework 2 = Multivariate Analysis and Logistic Regression
  • Homework 3 = PCA and SVD
  • Homework 4 = Multilayer Perceptron and K means Clustering
  • Term Project = Prediction of Return in Online Shopping (Kaggle Contest)