adult census analysis with pytorch in databricks
Published:
census income data from the popular Adult dataset, which is openly available on the UC Irvine Machine Learning Repository.
less than 1 minute read
Published:
census income data from the popular Adult dataset, which is openly available on the UC Irvine Machine Learning Repository.
5 minute read
Published:
This post gives a simple introduction to popular modern data science technologies. In this post, we will explore features of the Databricks platform and distributed computing with Spark using data that is freely available in the Databricks Free Edition.
torch: Revisiting the Abalone Data 12 minute read
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This post demonstrates building and fitting a neural network using the torch package in R. In this post, I revisit the abalone Kaggle competition, which is a supervised regression problem described and analyzed in a previous blog post using tidymodels.
21 minute read
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This post provides a walkthrough demonstrating how to use the sklearn package in Python to tune and evaluate multiple supervised classification methods, such as logistic regression and extreme gradient boosting (XGBoost) to predict whether bank customers will close their account. The dataset comes from a past Kaggle competition and contains several variables, including credit score, gender, and age.
6 minute read
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This post discusses the classical Central Limit Theorem and demonstrates its usage through the Normal approximation of the Binomial distribution with a Shiny app.