supervised learning | Transcendent AI

Oct 49 min read

Data Balancing With K-Means

A clustering-based method balances web-scraped datasets, improving AI model performance by ensuring diverse and uniform data representation.

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Jun 710 min read

Introduction to Reinforcement Learning

Master the magic of reinforcement learning! See how AI learns to make decisions from scratch and optimizes actions.

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May 239 min read

MLFlow + Hydra: A Framework for Experimentation with Python

In this article I share a experimentation framework I work with in my daily job. It uses MLFlow and Hydra to facilitate hypothesis testing.

17 views

May 510 min read

Tracking Multiple Experiments with Hydra

In this article we'll explore Hydra, a tool for managing multiple configuration parameters and file when doing machine learning for research

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Apr 2110 min read

Analyzing Discourse with Artificial Intelligence: What is Argumentation Mining?

Are political discourses consistent? Is a judgment fair? In this article, we'll explore argumentation mining, an AI field to analyze debates

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Feb 2211 min read

Practical Machine Learning for Industry

In this article I'll share with you some advice based on personal experience when doing practical machine learning for the industry.

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Feb 1611 min read

Keeping Track of Experiments with MLFlow

This article introduces MLFlow and shows you how this great tool can help you boost your productivity in an experimentation environment.

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Feb 79 min read

Generative vs. Discriminative Models in Machine Learning

What are Generative Models? What are Discriminative Models? In this article we'll go through the fundamentals of each type of model.

37 views

Sep 27, 20233 min read

Logistic Regression & Cross-Entropy

Logistic regression is a very popular machine learning algorithm that is primarily used for binary classification tasks. It is a model...

116 views