Assignments

Demo assignments, just for practice:

  1. Exploratory data analysis with Pandas, nbviewer, Kaggle Kernel, solution
  2. Analyzing cardiovascular disease data, nbviewer, Kaggle Kernel, solution
  3. Decision trees with a toy task and the UCI Adult dataset, nbviewer, Kaggle Kernel, solution
  4. Sarcasm detection, Kaggle Kernel, solution. Linear Regression as an optimization problem, nbviewer, Kaggle Kernel
  5. Logistic Regression and Random Forest in the credit scoring problem, nbviewer, Kaggle Kernel, solution
  6. Exploring OLS, Lasso and Random Forest in a regression task, nbviewer, Kaggle Kernel, solution
  7. Unsupervised learning, nbviewer, Kaggle Kernel, solution
  8. Implementing online regressor, nbviewer, Kaggle Kernel, solution
  9. Time series analysis, nbviewer, Kaggle Kernel, solution
  10. Beating baseline in a competition, Kaggle kernel