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Dipayon Paul

Dipayon Paul

Supervised, Unsupervised, and Reinforcement Learning: Understand the Differences and Key Applications

Machine learning (ML) is a powerful field that enables computers to learn from data without explicit programming. Within ML, there are three fundamental learning paradigms: supervised learning, unsupervised learning, and reinforcement learning. Understanding the distinctions between these approaches is crucial for choosing the right technique for a given problem and
Dipayon Paul 12 Feb 2025
From Zero to AI Hero: Mastering Machine Learning and Deep Learning

From Zero to AI Hero: Mastering Machine Learning and Deep Learning

Okay, let's outline a learning path for Machine Learning and Deep Learning. This will be a comprehensive roadmap, and you can tailor it to your current knowledge and goals. I'll break it down into stages, covering foundational concepts, core skills, and advanced topics. I. Foundational Concepts
Dipayon Paul 12 Feb 2025

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