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Kai Xin THIA

@thiakx

Snr Data Scientist at Refinitiv Labs, Co-Founder DataScience SG. 8+ years in data, found ❤️ in RecSys, NLP, Computer Vision, Applied R&D. https://nitter.gq/t.co/b79fXuUuLm

 Singapore
thiakx.com
Joined June 2010
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The future of visual RecSys is an exciting one. In this article, I will explore some of the most cutting edge techniques and ideas that we can incorporate into our recommenders. medium.com/@thiakx/the-futur… #DataScience #MachineLearning #AI #PyTorch #RecSys
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I just published in @TDataScience Temporal Fashion Recommender - Building a Recommender That Evolves with Seasons. We will factor in the seasonal outfit subtleties into our model using temporal weights. towardsdatascience.com/tempo… #DataScience #MachineLearning #AI #PyTorch #RecSys
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I published an article in @TDataScience on how we can build a Personalized Real-Time Fashion Collection #Recommender with transfer learning, approximate nearest neighbors, and embeddings centroid detection in #PyTorch. #AI #DataScience #MachineLearning. towardsdatascience.com/build…
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Cloud Data Science 4 101.datascience.community/20… #datascience #analytics
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flowingdata.com/2020/01/24/g… Google Dataset Search moves out of beta #visualization
Google Dataset Search moves out of beta

Google Dataset Search moves out of beta

Over a year ago, Google released Dataset Search in public beta. The goal was to index datasets across the internets to make them easier to find. It came out of beta: Based on what we’ve learn…

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flowingdata.com/2020/01/23/p… Making the Name Guesser (The Process #73) #visualization

Making the Name Guesser (The Process #73)

Using one of my recent projects as an example, I describe my non-elegant process of making a quick chart.

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flowingdata.com/2020/01/23/g… Geography of FM radio #visualization
Geography of FM radio

Geography of FM radio

So get this. There are these things called radio stations that broadcast music using frequency modulation. They call it “FM radio.” You don’t download or stream the music, and you…

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DP 100 Updated – Microsoft Data Science Certification 101.datascience.community/20… #datascience #analytics
flowingdata.com/2020/01/22/t… To get your personal data, provide more personal data #visualization
To get your personal data, provide more personal data

To get your personal data, provide more personal data

File another one under the sounds-good-on-paper-but-really-challenging-in-practice. Kashmir Hill, for The New York Times, describes the challenges of new laws that allow users to request the data t…

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flowingdata.com/2020/01/22/h… How police use facial recogntion #visualization
How police use facial recogntion

How police use facial recogntion

For The New York Times, Jennifer Valentino-DeVries looked at the current state of facial recognition in law enforcement: Officials in Florida say that they query the system 4,600 times a month. But…

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flowingdata.com/2020/01/21/n… Guessing Names Based on What They Start With #visualization

Guessing Names Based on What They Start With

I’m terrible at names, but maybe data can help. Put in your sex, the decade when you were born, and start putting in your name. I’ll try to guess before you’re done.

flowingdata.com
flowingdata.com/2020/01/20/m… Make a streets map of anywhere in the world #visualization
Make a streets map of anywhere in the world

Make a streets map of anywhere in the world

Following up on his mini-app to draw ridgeline maps for elevation, Andrei Kashcha made a tool to draw a streets map of anywhere in the world. Enter a city, and using data from OpenStreetMap, you…

flowingdata.com
Cloud Data Science News 3 101.datascience.community/20… #datascience #analytics
flowingdata.com/2020/01/17/c… Cow representation in the Senate #visualization
Cow representation in the Senate

Cow representation in the Senate

For the Absurd America section of The Washington Post, Sergio Peçanha asks the question that’s on everyone’s mind: Are cows better represented in the Senate than people?

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flowingdata.com/2020/01/16/p… Misleading Map, or Misinterpreted? (The Process #72) #visualization
Misleading Map, or Misinterpreted? (The Process #72)

Misleading Map, or Misinterpreted? (The Process #72)

A 3-D rendered map of Australia depicting a month of bushfires grew popular last week. Some thought it misleading. Others thought it was okay. It’s probably somewhere in the middle of that.

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flowingdata.com/2020/01/16/q… Quiz to see which Democratic candidate agrees with you most #visualization
Quiz to see which Democratic candidate agrees with you most

Quiz to see which Democratic candidate agrees with you most

The Washington Post asked Democratic candidates a series of policy questions. To see which one agrees with you most, the Post made a quiz: Now, it’s your turn to answer. Below are 20 questions we f…

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Methods of Study Design – Experiments 101.datascience.community/20… #datascience #analytics
flowingdata.com/2020/01/15/u… UK government org charts #visualization
UK government org charts

UK government org charts

When I think government structure, I tend to think in general overviews where you have some branches that check and balance each other. But when you look closer, within organizations that make up t…

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flowingdata.com/2020/01/14/b… Best Directors Who Were Non-white Men #visualization
Best Directors Who Were Not White Men

Best Directors Who Were Not White Men

From 1928, the year of the first Academy Awards, to 2019, there have been 455 nominations for Best Director. Of those, 18 of them went to non-white men.

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flowingdata.com/2020/01/14/m… Man takes picture of himself every day for 20 years #visualization
Man takes picture of himself every day for 20 years

Man takes picture of himself every day for 20 years

[arve url=” loop=”no” muted=”no” /] In 2007, Noah Kalina posted a time-lapse video showing a picture of himself every day for six years. Pop culture swallowed it up. T…

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