Showing posts with the label FoundationsShow all
Foundations
Post 4: Types of ML — Supervised, Unsupervised & Reinforcement Learning
MODULE 1 · FOUNDATIONS Not all machine learning is the same. The three main types differ in one fundamental way: what information is available d…
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Foundations
Post 3: Key Mathematical Tools — Vectors, Matrices & Probability
MODULE 1 · FOUNDATIONS Every ML algorithm — from linear regression to deep neural networks — is built on three mathematical pillars: linear alge…
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Foundations
Post 2: ML vs Traditional Simulation — Where does DFT end and ML begin?
MODULE 1 · FOUNDATIONS In Post 1 we established what AI and Machine Learning are. Now we face the most important practical question for a compu…
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My name is Dr Abderrahmane Reggad. I'm a 54 year old and I am a researcher in materials' sciences.
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