Radek Osmulski

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27 Following
28 Posts

Resources to take your Machine Learning skills to the next level

๐Ÿงช Senior Data Scientist, RecSys NVIDIAAI
๐Ÿซ fastdotai trained DL Eng
๐Ÿ“ http://learn-dl.com

I recorded a short video on how it feels to become a Kaggle GM (and what I plan to do next) ๐Ÿ™‚

Link to video: https://youtu.be/cQXm_p_6xVY

It is most certainly one of my least serious productions... thus far ๐Ÿ˜„

Hope it maybe puts a smile on your face! ๐Ÿ™‚

My reaction to becoming a Kaggle GM

YouTube

My recent discovery is that indeed I DO NEED a mastermind group.

Or a group of friends that will support each other in personal growth and the pursuit of their goals.

I need to be a part of such a group because it is great for me.

And so do you.

I speak more about my experience and how to get such a group of people in this video: https://youtu.be/KEVeMunS0Jc

"Mastermind group" sounds gimmicky, but this idea is really valuable ๐Ÿ™

You NEED a Mastermind Group | Here's why

YouTube

I recorded a brief introduction to the OTTO RecSys competition on Kaggle!

We start with the baseline and build on top of it by progressively adding more advanced ideas:

โ€ข co-visitation matrix
โ€ข manual reranking
โ€ข reranking using a model
โ€ข word2vec & matrix factorization for candidate generation and scoring

Meant as a brief introduction both to the OTTO competition and a couple of foundational ideas in RecSys.

Here it is: https://youtu.be/gtPEX_eRAVo

Hope you find it a good watch! ๐Ÿ™‚

Introduction to the OTTO competition on Kaggle (RecSys)

YouTube

Mastodon feels more personal...

So I find myself feeling I have to feel more about what I write here and then end up not writing anything ๐Ÿ™ƒ Not ideal -- need to fix this.

But in case this might be of interest to you, I did an AMA on YouTube today! ๐Ÿฅณ

We discussed:
โ€ข learning ML
โ€ข getting a DL job
โ€ข kaggling

Please find it here: https://youtu.be/qjWZvdo7PYA

Here are the topics we discussed:

AMA with Radek Osmulski (learning ML, getting a DL job, Kaggling...)

YouTube

New Kaggle competition just launched! ๐Ÿฅณ

Small, clean tabular dataset so you can jump right in on any hardware!

To get you up and running quickly, I prepared an EDA notebook (EDA, training, submission): https://www.kaggle.com/code/radek1/eda-training-a-first-model-submission

And also recorded a short video on the competition: https://youtu.be/cIFRuaQy2Ow

Hope you enjoy! ๐Ÿ™‚ Happy Kaggling! ๐Ÿฅณ

๐Ÿ“ˆ EDA + training a first model + submission ๐Ÿš€

Explore and run machine learning code with Kaggle Notebooks | Using data from Playground Series Season 3, Episode 1

The Fail Whale is slowly returning! ๐Ÿฅณ