Martin Henze (Heads or Tails) Profile picture
Data Scientist. Astronomer. Kaggle Addict. Cosmopolitan. Optimist. Curious at Heart.
Nov 30, 2021 5 tweets 3 min read
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 "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…
Oct 12, 2021 5 tweets 3 min read
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 "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/…
Sep 14, 2021 5 tweets 3 min read
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 "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/…
Aug 10, 2021 5 tweets 3 min read
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 "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…
May 11, 2021 5 tweets 3 min read
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 "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…
Mar 31, 2021 9 tweets 3 min read
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.
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.

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…
Jan 19, 2021 4 tweets 3 min read
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…
Dec 8, 2020 4 tweets 3 min read
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…