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IDS - Week 11 - Code along

Wrangling and visualising data on the course videos

From  Mine Cetinkaya-Rundel on December 3rd, 2020 0 likes 8 plays 0  

IDS - Week 11 - 06 - Wrapping up IDS!

Wrapping up IDS and answers to your questions

From  Mine Cetinkaya-Rundel on December 2nd, 2020 0 likes 9 plays 0  

IDS - Week 11 - 05 - Machine learning

Machine learning for text classification

From  Mine Cetinkaya-Rundel on December 2nd, 2020 0 likes 12 plays 0  

IDS - Week 11 - 04 - Interactive web apps

Building interactive web apps with R and Shiny

From  Mine Cetinkaya-Rundel on December 1st, 2020 0 likes 9 plays 0  

IDS - Week 11 - 01 - Keeping up with IDS

Keeping up with IDS - Week 11

From  Mine Cetinkaya-Rundel on November 30th, 2020 0 likes 9 plays 0  

IDS - Week 11 - 03 - Comparing texts

Using tf-idf to compare documents

From  Mine Cetinkaya-Rundel on November 30th, 2020 0 likes 8 plays 0  

IDS - Week 11 - 02 - Text analysis

Wrangling text data, tokenization, and sentiment analysis

From  Mine Cetinkaya-Rundel on November 30th, 2020 0 likes 16 plays 0  

USMR lecture 10 part 3

how to analyse and write up (RStudio)

From  Martin Corley on November 27th, 2020 0 likes 273 plays 0  

USMR lecture 10 part 2

how to analyse and write up (slides)

From  Martin Corley on November 27th, 2020 0 likes 180 plays 0  

USMR lecture 10 part 1

ANOVA vs GLM

From  Martin Corley on November 27th, 2020 0 likes 119 plays 0  

IDS - Week 10 - Code along

Making presentations and slides and project questions

From  Mine Cetinkaya-Rundel on November 26th, 2020 0 likes 9 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 17 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 19 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 9 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 10 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 29 plays 0