Sistem Elektronika Cerdas (_)
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Section 1 - Introduction to AI
Introduction to AI
Section 2 - Machine Reasoning : Fuzzy System
Zoom Meeting - machine Reasoning: Fuzzy System
Lecture Note - Fuzzy System
Programming - Fuzzy System in C
Assignment 1 - Application of Machine Reasoning in Electronic System
Section 3 - Fuzzy Inference System (FIS)
Zoom Meeting - Fuzzy Inference System (FIS)
Lecture Note - Fuzzy Inference System
Assignment 2 - Application of FIS in the Tipper System
Section 4 - Neural Network (NN) and Perceptron
Zoom Meeting - Artificial Neural Network (ANN)
Lecture Note - Neural Network and Perceptron
Section 5 - Multilayer Network and Backpropagation Learning
Zoom Meeting - Multilayer Network and Backpropagation Learning
Lecture Note - Multilayer Network dan Backpropagation Learning
Section 7
Zoom Meeting - Multilayer Network Application in Electronic Nose
Electronic nose homogeneous data sets for beef quality classification and microbial population prediction
Section 8
Lecture Note - Introduction to Machine Learning
Zoom Meeting - Introduction to Machine Learning
Section 9
Zoom Meeting - Case Studies in Machine Learning
Section 10
Zoom Meeting - Project Discussion on Meat Quality Classification
Lecture Note - Machine Learning Based Electronic Nose for Beef Quality Classification
Section 11
Zoom Meeting - Image Classification using Deep Learning
Section 12
Lecture Note - Deep Learning for Image Classification - Transfer Learning
Section 13
Zoom Meeting - Deep Learning for Object Detection
Lecture Note - Deep Learning for Object Detection
Section 14
Section 16
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Sistem Elektronika Cerdas (_)
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Institut Teknologi Sepuluh Nopember
Magister
Fakultas Teknologi Elektro dan Informatika Cerdas
S-2 TEKNIK ELEKTRO ELEKTRONIKA
Semester Genap 2022/2023
Sistem Elektronika Cerdas (_)
Summary
Sistem Elektronika Cerdas (_)
Teacher:
Djoko Purwanto