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Julia Silge
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Mapping change in United State polling places by Julia Silge 1,382 views 3 months ago 27 minutes
Empirical Bayes for Doctor Who episodes by Julia Silge 2,390 views 4 months ago 24 minutes
Logistic regression for US House election vote share by Julia Silge 2,597 views 5 months ago 25 minutes
Topic modeling for Taylor Swift Eras by Julia Silge 2,886 views 6 months ago 25 minutes
Weighted log odds ratios for haunted places in the US by Julia Silge 1,526 views 6 months ago 17 minutes
Bootstrap confidence intervals for how often Roy Kent says “F*CK” by Julia Silge 2,689 views 7 months ago 13 minutes, 18 seconds
Evaluate multiple ML approaches for spam detection by Julia Silge 2,858 views 7 months ago 30 minutes
Evaluate the performance of GPT detectors by Julia Silge 1,836 views 9 months ago 28 minutes
Byte pair encoding tokenization for geographical place names by Julia Silge 2,030 views 9 months ago 21 minutes
Use xgboost and effect encodings to model tornadoes by Julia Silge 3,435 views 11 months ago 37 minutes
Predict childcare costs in US counties with xgboost and early stopping by Julia Silge 3,283 views 11 months ago 36 minutes
Deploy a model on AWS SageMaker with vetiver by Julia Silge 2,587 views 11 months ago 23 minutes
Use OpenAI text embeddings for horror movie descriptions by Julia Silge 4,101 views 1 year ago 29 minutes
Resampling to understand gender in art history textbooks by Julia Silge 2,899 views 1 year ago 27 minutes
To downsample or not? Handling class imbalance in bird feeder observations by Julia Silge 2,670 views 1 year ago 45 minutes
How to handle high cardinality predictors for data on museums in the UK by Julia Silge 5,506 views 1 year ago 36 minutes
Find high FREX and high lift words in Stranger Things dialogue by Julia Silge 2,525 views 1 year ago 30 minutes
Deploy different prediction types for a Bigfoot sighting model by Julia Silge 2,715 views 1 year ago 29 minutes
Deploy a model for LEGO sets with Docker by Julia Silge 4,147 views 1 year ago 27 minutes
Sliding window aggregation for rents in San Francisco by Julia Silge 3,174 views 1 year ago 15 minutes
Understand the gender pay gap three ways by Julia Silge 5,251 views 1 year ago 32 minutes
Spatial resampling to understand drought in Texas by Julia Silge 4,120 views 1 year ago 22 minutes
Predict NYT bestsellers with wordpiece tokenization by Julia Silge 2,663 views 1 year ago 30 minutes
Handling coefficients for modeling collegiate sports expenditures by Julia Silge 3,000 views 2 years ago 31 minutes
Poisson regression with tidymodels for package vignette counts by Julia Silge 4,159 views 2 years ago 30 minutes
Statistical inference for aircraft and rank of Tuskegee airmen by Julia Silge 3,042 views 2 years ago 23 minutes
Feature engineering & interpretability for xgboost with board game ratings by Julia Silge 6,696 views 2 years ago 47 minutes
Predict ratings for chocolate with tidymodels by Julia Silge 4,811 views 2 years ago 37 minutes
Topic modeling for Spice Girls lyrics by Julia Silge 5,008 views 2 years ago 30 minutes
Predicting viewership for Doctor Who episodes by Julia Silge 3,229 views 2 years ago 22 minutes
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