AIDAC

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This is the YouTube channel of AI-Driven Design Automation and Computer-aided Engineering Lab (AIDAC), University of Glasgow, Scotland, led by Prof. Bo Liu. ...

Latest Videos

Welcome to the specialization

Tutorial Regression Learner

Tutorial Export Model

Tutorial Classification Learner

Tutorial MATLAB Classification and Regression Learner Apps

ANN Implementation in MATLAB and Case Studies A Case Study on Diabetes Diagnosis

ANN Implementation in MATLAB and Case Studies Build an ANN Using MATLAB

Underfitting and Overfitting Methods to Improve Overfitting

Underfitting and Overfitting Concepts

Neural Network Training More on Neural Network Training

Neural Network Training Backward Propagation

Neural Network Training Forward Propagation

Artificial Neural Network Introduction ANN Structure

Artificial Neural Network Introduction Introduction

Module 11 Introduction to Week 11's Study

Case Study 2 Raisin Classification (Non-Linear SVM)

Case Study 1 Banknote Classification (Linear SVM)

Support Vector Machine Implementation 2D Point Classification Example

Support Vector Machine Implementation Iris Flower Example

Support Vector Machine Implementation MATLAB Implementation of SVM

Support Vector Machines Multi-Class SVM

Support Vector Machines Non-Linear SVM

Support Vector Machines Linear SVM of Soft Margin Classifier

Support Vector Machines Linear SVM of Hard Margin Classifier

Support Vector Machine Fundamentals Types of SVM

Support Vector Machine Fundamentals Concepts

Module 10 Introduction to Week 10's Study

Data Preparation Overview

Construct Training and Test Sets for Model Evaluation Cross-Validation

Construct Training and Test Sets for Model Evaluation