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Wrangling and visualising data on the course videos
IDS - Week 11 - Code along
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Wrapping up IDS and answers to your questions
IDS - Week 11 - 06 - Wrapping up IDS!
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Machine learning for text classification
IDS - Week 11 - 05 - Machine learning
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Building interactive web apps with R and Shiny
IDS - Week 11 - 04 - Interactive web apps
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Keeping up with IDS - Week 11
IDS - Week 11 - 01 - Keeping up with IDS
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Using tf-idf to compare documents
IDS - Week 11 - 03 - Comparing texts
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Wrangling text data, tokenization, and sentiment analysis
IDS - Week 11 - 02 - Text analysis
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Making presentations and slides and project questions
IDS - Week 10 - Code along
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Bootstrapping to create a confidence interval for the mean with tidymodels
IDS - Week 10 - 06 - Bootstrapping
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Constructing a bootstrap confidence interval for the slope
IDS - Week 10 - 05 - Quantifying uncertainty
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Predicting IMDB ratings of The Office episodes. Part 2 of 2: Modeling, cross validation, and model selection.
IDS - Week 10 - 04 - AE - The Office, Part 2
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Predicting IMDB ratings of The Office episodes. Part 1 of 2: Data preparation and feature engineering.
IDS - Week 10 - 03 - AE - The Office, Part 1
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Cross validation for evaluating model performance and RMSE
IDS - Week 10 - 02 - Cross validation
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Keeping up with IDS - Week 10
IDS - Week 10 - 01 - Keeping up with IDS
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Code along for Week 09
IDS - Week 09 - Code along
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