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From Supervised Learning to Contextual Bandits: The Evolution of AI Decision-Making

Towards AI

Last Updated on November 8, 2024 by Editorial Team Author(s): Joseph Robinson, Ph.D. Supervised Learning: Train once, deploy static model; Contextual Bandits: Deploy once, allow the agent to adapt actions based on content and its corresponding reward. Originally published on Towards AI. This member-only story is on us.

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Computer Vision: 2023 Recaps and 2024 Trends

Towards AI

DINOv2 (Self-supervised Learning Model): DINOv2 marked a significant step in self-supervised learning within CV. By reducing the reliance on large annotated datasets, it demonstrated the potential of self-supervised approaches to train high-quality models with fewer labeled images.

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Supervised and Unsupervised: What’s the difference?

Towards AI

Last Updated on April 8, 2024 by Editorial Team Author(s): Eashan Mahajan Originally published on Towards AI. Photo by Arseny Togulev on Unsplash With machine learning’s surge of popularity in the past few years, more and more people spend hours each day trying to learn as much as they can. Let’s get right into it.

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Classification and Regression in Machine Learning: Understanding the Difference

Towards AI

Last Updated on January 12, 2024 by Editorial Team Author(s): Davide Nardini Originally published on Towards AI. Arguably, one of the most important concepts in machine learning is classification. This article will illustrate the difference between classification and regression in machine learning.

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KNNs & K-Means: The Superior Alternative to Clustering & Classification.

Towards AI

Last Updated on September 3, 2024 by Editorial Team Author(s): Surya Maddula Originally published on Towards AI. Let’s discuss two popular ML algorithms, KNNs and K-Means. They are both ML Algorithms, and we’ll explore them more in detail in a bit. This member-only story is on us. Upgrade to access all of Medium.

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10 Machine Learning Algorithms You Need to Know in 2024

Pickl AI

Summary: This blog highlights ten crucial Machine Learning algorithms to know in 2024, including linear regression, decision trees, and reinforcement learning. Each algorithm is explained with its applications, strengths, and weaknesses, providing valuable insights for practitioners and enthusiasts in the field.

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Beginner’s Guide to ML-001: Introducing the Wonderful World of Machine Learning: An Introduction

Towards AI

Last Updated on February 20, 2024 by Editorial Team Author(s): Vaishnavi Seetharama Originally published on Towards AI. Beginner’s Guide to ML-001: Introducing the Wonderful World of Machine Learning: An Introduction Everyone is using mobile or web applications which are based on one or other machine learning algorithms.