A well structured and detailed guide to financial concepts and their underlying mathematical tools. Impressively comprehensive and featuring numerous templates of clean code.
Exceptionally well structured and narrated, this musical experimentation learns from Chopin to write its own piano melodies using LSTMs. Note the stylish gifs and playable audio files.
A narrated introduction to Google's Big Query powering the exploration of a crime dataset. The tools & SQL are well explained; beyond that the visuals help to understand the quirks of the data.
#KaggleHiddenGems
"Analyzing Editors Descriptions | Hidden Gems" by Thomas Konstantin:
Time to get meta: This work explores the Hidden Gems series, specifically the text and sentiment of my reviews, with great ideas, narration, and structure. And now it contains itself.
#KaggleHiddenGems
"COVID-19 World Vaccination Progress" by Ivanna Chovhan:
A well organised Notebook which demonstrates how readability is drastically improved through section headers, compact code, and nuggets of interpretation and narration that accompany visuals.
I'm well on track for my 500 @Kaggle hours. Got a bit carried away in March, with a few free weekends. Some of this work isn't public yet, but will be soon.
Mar 30, 2021 • 4 tweets • 2 min read
Kaggle Notebooks: Hidden Gems - Vol. 47
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
#KaggleHiddenGems
"RANZCR 1st Place Soluiton Cls Model (small ver.)" by Qishen Ha:
Another underrated 1st place competition notebook: this well-structured work demonstrates a part of the 2-stage segmentation + classification approach that won the recent imaging challenge.
Featuring great narration and well-crafted visuals, this excellent #rstats notebook based on the 2020 Kaggle Survey analyses its captivating title question from different angles.
A compact work providing adversarial validation of the rainforest competition data together with interpretable Shapely values via GPU-powered #XGBoost in the @RAPIDSai framework.
