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Neural NetworksBeginner

Building Neural Networks from Scratch

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Building Neural Networks from Scratch

234K views15K likes45:00Nov 5, 2025

Dr. Alex Kumar

ML Education Director at 1.ML

About This Tutorial

Understand neural networks by building one from scratch using only NumPy. Perfect for beginners who want to understand the fundamentals before using frameworks.

Topics Covered

Forward PropagationBackpropagationGradient DescentActivation FunctionsLoss Functions

Chapters

Introduction to Transformer Architecture

Neural Network Optimization Techniques

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Building Neural Networks from Scratch

Building Neural Networks from Scratch

Dr. Alex Kumar

About This Tutorial

Topics Covered

Chapters

Related Article

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