Agnis Liukis – Medium

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Agnis Liukis
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Towards Data Science

Approaching Time-Series with a Tree-based Model

Predict the future — generic data transformation and feature engineering basics

7 min readAug 21, 2020

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Approaching Time-Series with a Tree-based Model

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3

Agnis Liukis
in
Level Up Coding

Putting a Machine Learning Model in Production

Things to consider before giving your model real tasks

7 min readJan 16, 2023

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Putting a Machine Learning Model in Production

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Agnis Liukis
in
Level Up Coding

Writing effective Pandas code

Everything in programming can be done in multiple ways. Some ways are better than others. Some ways are much worse. A good programmer is…

4 min readNov 6, 2022

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Writing effective Pandas code

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Agnis Liukis
in
Towards Data Science

4 advanced Machine Learning techniques

Alternative ways to improve the model score even further

7 min readOct 6, 2022

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4 advanced Machine Learning techniques

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Agnis Liukis
in
Towards Data Science

Optimizing the Random Seed

Is there any point in doing that?

5 min readAug 9, 2022

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Optimizing the Random Seed

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Agnis Liukis
in
Towards Data Science

5 typical beginner mistakes in Machine Learning

If you are about to build your first model, be aware and avoid these

5 min readJul 18, 2022

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5 typical beginner mistakes in Machine Learning

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Agnis Liukis

Linear Regression — the power of the simplicity

Possibly, the most undervalued ML algorithm.

6 min readJan 6, 2022

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Linear Regression — the power of the simplicity

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Agnis Liukis
in
Towards Data Science

How to become a Kaggle Competitions Grandmaster

It won’t be easy, but you can do it and it’s worth it

8 min readSep 1, 2021

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How to become a Kaggle Competitions Grandmaster

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Agnis Liukis
in
Level Up Coding

4 usages of an ELSE clause in Python

The existence of some of these may be a surprise for you.

4 min readAug 30, 2021

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4 usages of an ELSE clause in Python

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Agnis Liukis
in
Level Up Coding

5 intermediate level Python tricks you maybe didn’t know

Let’s make our Python code better!

5 min readAug 18, 2021

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5 intermediate level Python tricks you maybe didn’t know

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Agnis Liukis

Agnis Liukis

Software Architect, Data Scientist, Kaggle Grandmaster (https://www.kaggle.com/alijs1). Sometimes I write about Python, Data Science and Machine Learning…

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