Tarek Samaali – Medium

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Tarek Samaali
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Towards Data Science

Understand Machine Learning Through 7 Software Design Patterns

In an era where everything is based upon ready-to-use toolkits and containerized environments, designing one’s software is still relevant

11 min readApr 6, 2022

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Understand Machine Learning Through 7 Software Design Patterns

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Tarek Samaali
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Towards Data Science

Understand Machine Learning through More Design Patterns.

Introduction :

7 min readApr 19, 2022

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Understand Machine Learning through More Design Patterns.

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Tarek Samaali
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Towards Data Science

A probabilistic approach to guess my phone battery level.

Some phone battery levels are more recurrent than others. This led me to think more than once if there would be a way to model this…

9 min readFeb 26, 2022

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A probabilistic approach to guess my phone battery level.

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Tarek Samaali
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Towards Data Science

Probabilistic Recreations of the First Digit Law

Nature creates patterns in numbers and dictates that some are more privileged in terms of appearance than others.

7 min readMar 18, 2022

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Probabilistic Recreations of the First Digit Law

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Tarek Samaali

Tame Any Sequence with Transformers

Sequences are important in machine learning because they allow models to learn the relationships between items and predict the next ones.

9 min readMay 3, 2022

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Tame Any Sequence with Transformers

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Tarek Samaali

A trick with Python Dunder Methods

If you are a frequent user of Python Data Processing and fast computation tools and want to reproduce your own conditional expression…

7 min readApr 24, 2022

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A trick with Python Dunder Methods

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Tarek Samaali
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Towards Data Science

itertools and functools : Two Python Lone Soldiers.

One cool thing about Python is its support for functional programming which states that processing steps are done through functions.

7 min readApr 21, 2022

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itertools and functools : Two Python Lone Soldiers.

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Tarek Samaali
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Towards Data Science

Demystifying Modules and Packages in Python

Modules and packages are the core of any large project. I will be showing some tips involving them such as how to organize packages and…

6 min readApr 20, 2022

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Demystifying Modules and Packages in Python

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Tarek Samaali
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Geek Culture

The best data scientist in the world.

My judgment is purely subjective. The best data scientist in the world is a fictional character.

4 min readApr 13, 2022

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The best data scientist in the world.

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Tarek Samaali
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Towards AI

Text Generation with Markov Decision Processes

Markov Decision Processes seem to be an efficient way to handle sequences, tame them, or use them as building blocks to eventually…

7 min readApr 12, 2022

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Text Generation with Markov Decision Processes

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Tarek Samaali

Tarek Samaali

Senior Data Scientist @ Intermarché ( France ). Bookaholic. Metalhead. Former musician. Passionate about Data, Software & Technology.

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