Name | Type | Steps |
---|---|---|

Give Me a Number - Regression | Reading | 1 |

Computing the root-mean-square error | Lesson | 4 |

Building KNN models for regression | Lesson | 4 |

Performing linear regression | Lesson | 4 |

Performing variable selection in linear regression | Lesson | 3 |

Building regression trees | Lesson | 4 |

Building random forest models for regression | Lesson | 4 |

Using neural networks for regression | Lesson | 3 |

Performing k-fold cross-validation | Lesson | 3 |

Performing leave-one-out cross-validation to limit overfitting | Lesson | 3 |