Showing posts with the label FoundationsShow all
Foundations
Post 4: Types of ML — Supervised, Unsupervised & Reinforcement Learning
Module 1 · Foundations Learn the three families of machine learning and match each to the right materials science problem — from band gap pred…
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Foundations
Post 3: Key Mathematical Tools — Vectors, Matrices & Probability
Module 1 · Foundations A quick refresher on the mathematics behind ML: vectors, dot products, matrix multiplication, and probability distribut…
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Foundations
Post 2: ML vs Traditional Simulation — Where does DFT end and ML begin?
Module 1 · Foundations Compare DFT and ML side-by-side: when to use first-principles simulation, when to use ML, and how they complement each …
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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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