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IDS - Week 10 - Code along

Making presentations and slides and project questions

From  Mine Cetinkaya-Rundel on November 26th, 2020 0 likes 0 plays 0  

IDS - Week 10 - 06 - Bootstrapping

Bootstrapping to create a confidence interval for the mean with tidymodels

From  Mine Cetinkaya-Rundel on November 25th, 2020 0 likes 3 plays 0  

IDS - Week 10 - 05 - Quantifying uncertainty

Constructing a bootstrap confidence interval for the slope

From  Mine Cetinkaya-Rundel on November 25th, 2020 0 likes 3 plays 0  

IDS - Week 10 - 04 - AE - The Office, Part 2

Predicting IMDB ratings of The Office episodes. Part 2 of 2: Modeling, cross validation, and model selection.

From  Mine Cetinkaya-Rundel on November 23rd, 2020 0 likes 3 plays 0  

IDS - Week 10 - 03 - AE - The Office, Part 1

Predicting IMDB ratings of The Office episodes. Part 1 of 2: Data preparation and feature engineering.

From  Mine Cetinkaya-Rundel on November 23rd, 2020 0 likes 3 plays 0  

IDS - Week 10 - 02 - Cross validation

Cross validation for evaluating model performance and RMSE

From  Mine Cetinkaya-Rundel on November 23rd, 2020 0 likes 12 plays 0  

IDS - Week 10 - 01 - Keeping up with IDS

Keeping up with IDS - Week 10

From  Mine Cetinkaya-Rundel on November 23rd, 2020 0 likes 8 plays 0  

IDS - Week 09 - Code along

Code along for Week 09

From  Mine Cetinkaya-Rundel on November 19th, 2020 0 likes 7 plays 0  

IDS - Week 09 - 04 - Feature engineering

Feature engineering with recipes and fitting models with workflows

From  Mine Cetinkaya-Rundel on November 16th, 2020 0 likes 14 plays 0  

IDS - Week 09 - 03 - Prediction and overfitting

Making predictions based on models and splitting data into training and testing sets to avoid overfitting

From  Mine Cetinkaya-Rundel on November 16th, 2020 0 likes 19 plays 0  

IDS - Week 09 - 02 - Logistic regression

Predicting binary outcomes with logistic regression

From  Mine Cetinkaya-Rundel on November 16th, 2020 0 likes 19 plays 0  

IDS - Week 09 - 01 - Keeping up with IDS

Keeping up with IDS - Week 09

From  Mine Cetinkaya-Rundel on November 16th, 2020 0 likes 13 plays 0  

USMR lecture 9 part 3

the generalized linear model

From  Martin Corley on November 15th, 2020 0 likes 23 plays 0  

USMR lecture 9 part 2

probability, odds, log odds

From  Martin Corley on November 15th, 2020 0 likes 29 plays 0  

USMR lecture 9 part 1

bigger regression models

From  Martin Corley on November 15th, 2020 0 likes 30 plays 0  

IDS - Week 08 - Code-along

Fitting and interpreting linear models

From  Mine Cetinkaya-Rundel on November 12th, 2020 0 likes 2 plays 0