Lecture Notes: Komputasi Lanjut (Advance Computing)

Software Information: Julia v1.11.2

Updated: 20/01/2025

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MATERI SESI UTS:

Pengantar dan Review: 

Materi online: DataScienceTutorials.jl

 Data Pre-processing

 Introduction to MLJ

Materi Utama:

 Regressor (Loss Function, Regularization, Measurement)

 Classifier (Boolean, Multiclass, Cross-validation)

 Clustering and Image Data

TUGAS:  

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MATERI SESI UAS: 

Pengantar:

 Introduction to Flux

Materi Utama:

 Introduction to Neural Network

 Multilayer Perceptron dan Intro to Convolutional Neural Network (CNN)

 Macam-macam model Convolutional Neural Network (CNN)

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