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
"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…
"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…
"EDA of Murders in India" by Sugandh:

This Notebook presents a visual exploration of a grim topic. A variety of charts are accompanied by their interpretations by the author, which help the reader to access the displayed information.

kaggle.com/sugandhkhobrag…

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More from @heads0rtai1s

31 Mar
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. Image
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.
Read 9 tweets
19 Jan
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
"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…
"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…
Read 4 tweets
8 Dec 20
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
"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…
"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…
Read 4 tweets

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