learningalgorithmclassificationbias-variancetradeoffsupervisedlearningtraindatafeaturesreinforcementlearningclusteringunsupervisedlearningpythontestdatalinearregressionmodelGauss-Markovtheoremoccam'srazorblackboxlabelsclassificationtesterroroverfittingunderfittingresidualsdoubledescenttrainerrorRsquaredmetriclearningalgorithmclassificationbias-variancetradeoffsupervisedlearningtraindatafeaturesreinforcementlearningclusteringunsupervisedlearningpythontestdatalinearregressionmodelGauss-Markovtheoremoccam'srazorblackboxlabelsclassificationtesterroroverfittingunderfittingresidualsdoubledescenttrainerrorRsquaredmetric

Machine Learning Bingo - Call List

(Print) Use this randomly generated list as your call list when playing the game. There is no need to say the BINGO column name. Place some kind of mark (like an X, a checkmark, a dot, tally mark, etc) on each cell as you announce it, to keep track. You can also cut out each item, place them in a bag and pull words from the bag.


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  1. learning algorithm
  2. classification
  3. bias-variance tradeoff
  4. supervised learning
  5. train data
  6. features
  7. reinforcement learning
  8. clustering
  9. unsupervised learning
  10. python
  11. test data
  12. linear regression model
  13. Gauss-Markov theorem
  14. occam's razor
  15. blackbox
  16. labels
  17. classification
  18. test error
  19. overfitting
  20. underfitting
  21. residuals
  22. double descent
  23. train error
  24. R squared metric