Assignments

Demo assignments, just for practice

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

Bonus versions of the assignment

With this “Bonus Assignments” tier you can get non-demo versions of the assignments along with solutions. Details are given on the main page.