ASAmol Shukla
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Deep Learning Articles

Articles tagged "Deep Learning" — Thoughts on AI, software engineering, and building in public.

Deep Dive into Transformers and Self-Attention Mechanisms
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Deep Dive into Transformers and Self-Attention Mechanisms

An intuitive and mathematical breakdown of self-attention, multi-head attention, and how transformers revolutionized natural language processing.

Demystifying Deep Learning: Build a Neural Network from Scratch in Python
AIDeep LearningPython+1

Demystifying Deep Learning: Build a Neural Network from Scratch in Python

Learn the math behind backpropagation, gradient descent, and implement a feedforward neural net using NumPy only.

Understanding Machine Learning Loss Functions: MSE, Cross-Entropy, and Hubers
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Understanding Machine Learning Loss Functions: MSE, Cross-Entropy, and Hubers

A comparative overview explaining when to use different loss metrics in regression and classification tasks.

    Deep Learning Articles | Amol Shukla — AI Developer & Trainer