Alexander Biryukov – Medium

Alexander Biryukov

Alexander Biryukov
in
Towards Data Science

Stress test for your NLP models

Metrics don’t show the actual performance of NLP models. Learn how to thoroughly test your models and fix the annotation artifacts!

9 min readJan 30, 2023

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Stress test for your NLP models

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Alexander Biryukov

How to start writing about Data Science

You may think it is hard — it is not if you do it smart!

5 min readJan 11, 2023

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How to start writing about Data Science

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Alexander Biryukov

“100 followers policy”— good? Get organic growth!

Few “unpopular” thoughts about the 100 followers policy of Medium. Medium stole bad from YouTube strategy

4 min readFeb 15, 2022

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“100 followers policy”— good? Get organic growth!

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Alexander Biryukov
in
Towards Data Science

8 Things You Should Do to Get Hired as IT or DS Specialist

As a Head of the IT and DS department, I spent a ton of time hiring people, that’s what I have to share with you if you want to get hired!

7 min readJan 24, 2022

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8 Things You Should Do to Get Hired as IT or DS Specialist

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Alexander Biryukov
in
Towards Data Science

2022 Trends in Data Science and Machine learning in Russia

Hyperautomation, AutoML, Data Market and other trends taking place in the world and in Russia specifically…

6 min readJan 12, 2022

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A robot connected to cables mediates in the air

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Alexander Biryukov
in
Towards Data Science

Introduction to Causal Inference (part 2)

We continue to discuss basic concepts of Causal Inference. In this part we cover Randomized Study Designs, Regression and other concepts.

10 min readDec 12, 2021

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Introduction to Causal Inference (part 2)

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Alexander Biryukov
in
Towards Data Science

Introduction to Causal Inference (part 1)

Here we discuss some basic concepts of Causal Inference to form a fundamental understanding of measuring Treatment Effects, understanding…

8 min readDec 7, 2021

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Introduction to Causal Inference (part 1)

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Alexander Biryukov

Online master’s degrees— how to choose them and what you should know before applying?

How not to screw up in choosing an online master’s degree. Personal experience of choosing a data science program…

6 min readApr 4, 2021

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Online master’s degrees— how to choose them and what you should know before applying?

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Alexander Biryukov

Alexander Biryukov

MSc in Data Science. Head of IT. Thinker. Writer. My topics are: Data Science, Tech, Innovations, Business, Self-Development.

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