Share this page!

Martin Henze (Heads or Tails) Profile picture
Twitter logo
30 Nov, 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…
"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…
"[Annoy]Similar Images ver2" by sho weed:

This work is a great example of image data cleaning and quality checks with the help of the annoy library. It emphasises the importance of understanding your training data.

kaggle.com/showeed/annoy-…
Explore the dataset collection of all Hidden Gems:
kaggle.com/headsortails/n…

Complete with Starter Notebook:
kaggle.com/headsortails/h…

• • •

Missing some Tweet in this thread? You can try to force a refresh
　

Keep Current with Martin Henze (Heads or Tails)

Martin Henze (Heads or Tails) Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @heads0rtai1s

Martin Henze (Heads or Tails) Profile picture
12 Oct
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/…
"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…
Read 5 tweets
Martin Henze (Heads or Tails) Profile picture
14 Sep
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/…
"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-…
Read 5 tweets
Martin Henze (Heads or Tails) Profile picture
10 Aug
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…
"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…
Read 5 tweets
Martin Henze (Heads or Tails) Profile picture
11 May
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…
"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…
Read 5 tweets
Martin Henze (Heads or Tails) Profile picture
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.
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
Martin Henze (Heads or Tails) Profile picture
30 Mar
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…
Read 4 tweets

Did Thread Reader help you today?

Support us! We are indie developers!

This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us on Twitter!

Like this author's thread?

Get emails when @heads0rtai1s has new unrolls!

Check out other threads from @heads0rtai1s!

Read all threads by @heads0rtai1s

:(