Discover and read the best of Twitter Threads about #KaggleHiddenGems
Most recents (9)
Kaggle Notebooks: Hidden Gems - Vol. 82
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/291728
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/291728
#KaggleHiddenGems
"Introduction To Financial Mathematics" by @carlolepelaars:
A well structured and detailed guide to financial concepts and their underlying mathematical tools. Impressively comprehensive and featuring numerous templates of clean code.
kaggle.com/carlolepelaars…
A well structured and detailed guide to financial concepts and their underlying mathematical tools. Impressively comprehensive and featuring numerous templates of clean code.
kaggle.com/carlolepelaars…
"A Story about Unsupervised Learning" by φµ:
An extensive and well written compendium that covers a range of methods for dimensionality reduction and outlier detection. Expertly designed; with great visuals and explanations.
kaggle.com/frankmollard/a…
An extensive and well written compendium that covers a range of methods for dimensionality reduction and outlier detection. Expertly designed; with great visuals and explanations.
kaggle.com/frankmollard/a…
Kaggle Notebooks: Hidden Gems - Vol. 75
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/278035
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/278035
#KaggleHiddenGems
"Music Generation: LSTM" by @karnikakapoor:
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.
kaggle.com/karnikakapoor/…
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.
kaggle.com/karnikakapoor/…
"Mapping poverty around the world" by Ruta Sakalauskaite:
A geospatial exploration of poverty indices and the metrics that contribute to them. The well-designed folium maps gradually increase in information to paint a comprehensive picture.
kaggle.com/goomba16/mappi…
A geospatial exploration of poverty indices and the metrics that contribute to them. The well-designed folium maps gradually increase in information to paint a comprehensive picture.
kaggle.com/goomba16/mappi…
Kaggle Notebooks: Hidden Gems - Vol. 71
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/272227
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/272227
#KaggleHiddenGems
"Starting point: Big Query and London Crime" by @WCanniford:
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.
kaggle.com/willcanniford/…
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.
kaggle.com/willcanniford/…
"Deep Sea Dive into Top 10% - Survival Guide" by @agodwin_p:
The famous Titanic starter challenge is always worth a look for creative content, such as this well illustrated and narrated end-to-end analysis featuring helpful infographics and references.
kaggle.com/agodwinp/deep-…
The famous Titanic starter challenge is always worth a look for creative content, such as this well illustrated and narrated end-to-end analysis featuring helpful infographics and references.
kaggle.com/agodwinp/deep-…
Kaggle Notebooks: Hidden Gems - Vol. 66
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/263944
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/263944
#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.
kaggle.com/thomaskonstant…
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.
kaggle.com/thomaskonstant…
"Evolution of social complexity: A data analysis" by Muskan Jain:
This Notebook studies the changes in social complexity over time. It applies external diagrams to great effect, and features detailed interpretations of its findings.
kaggle.com/muskan2006/evo…
This Notebook studies the changes in social complexity over time. It applies external diagrams to great effect, and features detailed interpretations of its findings.
kaggle.com/muskan2006/evo…
Kaggle Notebooks: Hidden Gems - Vol. 53
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/238315
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/238315
#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.
kaggle.com/ivanna131/covi…
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.
kaggle.com/ivanna131/covi…
"Forecast with N-BEATS || Interpretable model" by Gaétan Dubuc:
This work presents a detailed introduction on a neural network time series forecasting method, complete with applied examples. Note the clean structure and helpful visuals.
kaggle.com/gatandubuc/for…
This work presents a detailed introduction on a neural network time series forecasting method, complete with applied examples. Note the clean structure and helpful visuals.
kaggle.com/gatandubuc/for…
Alright; first 3 months of 2021 are up. Time for some honest reflection & accountability on how this list is going, so far:
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. 
Competition wise, things are going less well. I've joined a few comps late, but my results aren't anything to write home (or write tweets) about, so far. No teaming up yet, either.
I've learnt a few new tricks, though; especially for imaging data. Hoping to build on those.
I've learnt a few new tricks, though; especially for imaging data. Hoping to build on those.
Kaggle Notebooks: Hidden Gems - Vol. 47
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/229534
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/229534
#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.
kaggle.com/haqishen/ranzc…
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.
kaggle.com/haqishen/ranzc…
"Getting Started with Biopython" by @myles_oneill:
A narrated introduction to using the Biopython library on a genome dataset. Note the way in which the code is enriched with detailed explanations and interpretations.
kaggle.com/mylesoneill/ge…
A narrated introduction to using the Biopython library on a genome dataset. Note the way in which the code is enriched with detailed explanations and interpretations.
kaggle.com/mylesoneill/ge…
Kaggle Notebooks: Hidden Gems - Vol. 37
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/212642
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/212642
#KaggleHiddenGems
"Is R a dying language?" by Katie:
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.
kaggle.com/katiej277/is-r…
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.
kaggle.com/katiej277/is-r…
"A Very Extensive Porto Exploratory Analysis" by @CaptCalculator:
A compact visual EDA and baseline model that deals with the challenges of anonymised features & imbalanced targets. Clear organisation helps the reader to navigate the feature set.
kaggle.com/captcalculator…
A compact visual EDA and baseline model that deals with the challenges of anonymised features & imbalanced targets. Clear organisation helps the reader to navigate the feature set.
kaggle.com/captcalculator…
Kaggle Notebooks: Hidden Gems - Vol. 31
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/202145
#KaggleHiddenGems
A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.
Check it out on @Kaggle:
kaggle.com/general/202145
#KaggleHiddenGems
"Adversarial Rainforest" by @tunguz:
A compact work providing adversarial validation of the rainforest competition data together with interpretable Shapely values via GPU-powered #XGBoost in the @RAPIDSai framework.
kaggle.com/tunguz/adversa…
A compact work providing adversarial validation of the rainforest competition data together with interpretable Shapely values via GPU-powered #XGBoost in the @RAPIDSai framework.
kaggle.com/tunguz/adversa…
"EDA Google SunRoof w/ Beautiful Choropleths & Maps" by Bukun:
This exploratory analysis presents a variety of visualisations, including maps, to describe and characterise a #geospatial solar panel dataset.
kaggle.com/ambarish/eda-g…
This exploratory analysis presents a variety of visualisations, including maps, to describe and characterise a #geospatial solar panel dataset.
kaggle.com/ambarish/eda-g…
