Artificial Neural Networks Made Simple: Learn & Create One in Excel (No Coding!)
Автор: Serious Solvers
Загружено: 2024-11-24
Просмотров: 9337
A.I. is a hot topic in today's world and understanding its basics is more important than ever. In this video, I demonstrate how anyone can build a simple Artificial Neural Network using just Microsoft Excel—no programming needed! Watch as we demystify how neural networks learn, adjust weights, minimize errors, and recognize patterns in data.
Key highlights include:
✅ How neurons, layers, and weights work together
✅ Visualizing the learning process in Excel
✅ Understanding the magic behind AI and machine learning
Whether you're a beginner, a student, or just curious about AI, this hands-on, beginner-friendly guide will make neural networks easy to understand. Perfect for anyone looking to explore the foundations of AI without diving into code!
The spreadsheet created in the video can be accessed in the link below:
https://docs.google.com/spreadsheets/...
00:00 – Why Excel?
00:45 – Usual Multivariable Regression
02:15 – How an artificial neural network works
10:52 – Standardizing the input datasets
17:26 – Determining the hidden layer
19:12 – Activation functions: Sigmoid and ReLU
24:24 – Objective function (Sum of Square Errors)
26:32 – Optimization Algorithms and finding Global Minimum
31:15 – Analyzing results: comparing actual output values with predicted
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