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Kevin Berlemont, PhD

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Kevin Berlemont, PhD
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Towards Data Science

Empowering Fairness: Recognizing and Addressing Bias in Generative Models

With the integration of AI into our everyday lives, a biased model can have drastic consequences on users.

Jul 6, 2023

Empowering Fairness: Recognizing and Addressing Bias in Generative Models

Jul 6, 2023

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Kevin Berlemont, PhD
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Towards Data Science

A Comprehensive Guide of Neural Networks Activation Functions: How, When, and Why?

Is the quest of the perfect activation function accessible?

Sep 22, 2022

A Comprehensive Guide of Neural Networks Activation Functions: How, When, and Why?

Sep 22, 2022

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Kevin Berlemont, PhD
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Towards AI

The Parameters of Your Model Are Correlated. Now, What?

Overcoming high-correlations within model parameters using evolution algorithm and Bayesian technics.

Sep 21, 2022

The Parameters of Your Model Are Correlated. Now, What?

Sep 21, 2022

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Kevin Berlemont, PhD
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Towards AI

GAN: Is Diffusion All You Need?

Eight years ago, emerged one of the most promising approaches to generative modeling: Generative Adversarial Networks (GAN) [1]. Since…

Jun 21, 2022

GAN: Is Diffusion All You Need?

Jun 21, 2022

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Kevin Berlemont, PhD
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Towards Data Science

6 Dimensionality Reduction Techniques: How and When to use them?

Learn how and why you should use a specific dimensionality technique over another one

May 20, 2022

6 Dimensionality Reduction Techniques: How and When to use them?

May 20, 2022

Kevin Berlemont, PhD

Avoiding the 15 Most Common Machine Learning Pitfalls

An In-Depth Practical Guide

Jan 30

Avoiding the 15 Most Common Machine Learning Pitfalls

Jan 30

Kevin Berlemont, PhD
in
Towards AI

Can Artificial Intelligence Hide its True Motives?

The question at hand: Can large language models (LLMs) be trained to mask their true objectives from their developers, only to exhibit…

Jan 24

Can Artificial Intelligence Hide its True Motives?

Jan 24

Kevin Berlemont, PhD
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Level Up Coding

Leveraging Scala to Build Fast Machine Learning Pipelines in PySpark

How to use Scala and Python together to create the most efficient machine learning pipelines in Big Data.

Jan 22

Leveraging Scala to Build Fast Machine Learning Pipelines in PySpark

Jan 22

Kevin Berlemont, PhD
in
Level Up Coding

Which Python Library For Which Data Pipeline

A side-by-side comparison of Pandas, Polars, and PySpark

Oct 15, 2023

Which Python Library For Which Data Pipeline

Oct 15, 2023

Kevin Berlemont, PhD
in
Towards Data Science

A Step By Step Guide to Selecting and Running Your Own Generative Model

How to navigate the sea of models being released every day?

Oct 7, 2023

A Step By Step Guide to Selecting and Running Your Own Generative Model

Oct 7, 2023

Kevin Berlemont, PhD

Kevin Berlemont, PhD

Sharing Data Science concepts I have in mind. Senior Data Scientist. Dog dad. https://medium.com/@kevin.berlemont/membership

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