Search for tag: "science"

Professional Skills for GAFS (1) - Week 11 - Outtakes

Thank you, Prof Skills students, for all your hard work this year! (Please note, captions for this video are autogenerated)

From  Jill MacKay on November 26th, 2020 0 likes 0 plays 0  

IDS - Week 10 - Code along

Making presentations and slides and project questions

From  Mine Cetinkaya-Rundel on November 26th, 2020 0 likes 1 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 7 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 7 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 6 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 6 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 21 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 9 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 20 plays 0