IDS 2020

IDS 2020

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Videos for Introduction to Data Science 2020 - introds.org

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IDS - Week 11 - Code along 1 of 15

duration 25 minutes 2 seconds

IDS - Week 11 - Code along

From Mine Cetinkaya-Rundel December 3rd, 2020

0 likes 15 plays 0
Wrangling and visualising data on the course videos
IDS - Week 11 - 06 - Wrapping up IDS! 2 of 15

duration 20 minutes 42 seconds

IDS - Week 11 - 06 - Wrapping up IDS!

From Mine Cetinkaya-Rundel December 2nd, 2020

0 likes 12 plays 0
Wrapping up IDS and answers to your questions
IDS - Week 11 - 05 - Machine learning 3 of 15

duration 41 minutes 18 seconds

IDS - Week 11 - 05 - Machine learning

From Mine Cetinkaya-Rundel December 2nd, 2020

0 likes 35 plays 0
Machine learning for text classification
IDS - Week 11 - 04 - Interactive web apps 4 of 15

duration 23 minutes 0 seconds

IDS - Week 11 - 04 - Interactive web apps

From Mine Cetinkaya-Rundel December 1st, 2020

0 likes 19 plays 0
Building interactive web apps with R and Shiny
IDS - Week 11 - 01 - Keeping up with IDS 5 of 15

duration 9 minutes 43 seconds

IDS - Week 11 - 01 - Keeping up with IDS

From Mine Cetinkaya-Rundel November 30th, 2020

0 likes 13 plays 0
Keeping up with IDS - Week 11
IDS - Week 11 - 03 - Comparing texts 6 of 15

duration 16 minutes 25 seconds

IDS - Week 11 - 03 - Comparing texts

From Mine Cetinkaya-Rundel November 30th, 2020

0 likes 19 plays 0
Using tf-idf to compare documents
IDS - Week 11 - 02 - Text analysis 7 of 15

duration 42 minutes 31 seconds

IDS - Week 11 - 02 - Text analysis

From Mine Cetinkaya-Rundel November 30th, 2020

0 likes 53 plays 0
Wrangling text data, tokenization, and sentiment analysis
IDS - Week 10 - Code along 8 of 15

duration 51 minutes 14 seconds

IDS - Week 10 - Code along

From Mine Cetinkaya-Rundel November 26th, 2020

0 likes 20 plays 0
Making presentations and slides and project questions
IDS - Week 10 - 06 - Bootstrapping 9 of 15

duration 15 minutes 5 seconds

IDS - Week 10 - 06 - Bootstrapping

From Mine Cetinkaya-Rundel November 25th, 2020

0 likes 42 plays 0
Bootstrapping to create a confidence interval for the mean with tidymodels
IDS - Week 10 - 05 - Quantifying uncertainty 10 of 15

duration 28 minutes 50 seconds

IDS - Week 10 - 05 - Quantifying uncertainty

From Mine Cetinkaya-Rundel November 25th, 2020

0 likes 46 plays 0
Constructing a bootstrap confidence interval for the slope
IDS - Week 10 - 04 - AE - The Office, Part 2 11 of 15

duration 19 minutes 53 seconds

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

From Mine Cetinkaya-Rundel November 23rd, 2020

0 likes 22 plays 0
Predicting IMDB ratings of The Office episodes. Part 2 of 2: Modeling, cross validation, and model selection.
IDS - Week 10 - 03 - AE - The Office, Part 1 12 of 15

duration 30 minutes 45 seconds

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

From Mine Cetinkaya-Rundel November 23rd, 2020

0 likes 28 plays 0
Predicting IMDB ratings of The Office episodes. Part 1 of 2: Data preparation and feature engineering.
IDS - Week 10 - 02 - Cross validation 13 of 15

duration 44 minutes 20 seconds

IDS - Week 10 - 02 - Cross validation

From Mine Cetinkaya-Rundel November 23rd, 2020

0 likes 66 plays 0
Cross validation for evaluating model performance and RMSE
IDS - Week 10 - 01 - Keeping up with IDS 14 of 15

duration 6 minutes 53 seconds

IDS - Week 10 - 01 - Keeping up with IDS

From Mine Cetinkaya-Rundel November 23rd, 2020

0 likes 18 plays 0
Keeping up with IDS - Week 10
IDS - Week 09 - Code along 15 of 15

duration 1 hour 1 minute

IDS - Week 09 - Code along

From Mine Cetinkaya-Rundel November 19th, 2020

0 likes 20 plays 0
Code along for Week 09

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