Topik Dalam Data Mining (A)
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RPS
Introduction
Module Handbook_Magister of Informatics
RPS
Pengantar Perkuliahan TD Data Mining
Pengantar Data Mining
Intro to Data Mining
Data Preprocessing
Data Preprocessing
Tugas 1 Data Preprocessing
Contoh code imputation
Contoh Code Noise Handling
Data Preprocessing
Code Reduksi Dimensi
Code Sampling
Data Exploration
Tugas 2
Imbalanced Classes
Imbalanced Classes
Imbalanced Learning
Contoh Implementasi Handling Imbalanced Classes
Metode Klasifikasi
Metode Klasifikasi: Decision Tree
Metode Klasifikasi: k-NN
Metode Klasifikasi: Naive Bayes
Contoh Kode Sumber Klasifikasi
Support Vector Machine
Metode Klasifikasi
Artificial Neural Network
Metode Ensemble
Tugas 3 Implementasi Penanganan Imbalanced Classes dan Metode Klasifikasi
Association Rule Mining
Association Rule Mining
Presentasi Review Paper dan Rencana Final Project
Review Paper & Rencana Final Project (Kelompok)
Advanced Association Rule Mining
Advanced Association Rule Mining
Clustering
Basic Clustering
Advanced Clustering
Advanced Clustering
Anomali Detection
Anomali Detection
Presentasi FP
Presentasi Final Project
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Topik Dalam Data Mining (A)
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Institut Teknologi Sepuluh Nopember
Magister
Fakultas Teknologi Elektro dan Informatika Cerdas
S-2 TEKNIK INFORMATIKA
Semester Gasal 2022/2023
Topik Dalam Data Mining (A)
Summary
Topik Dalam Data Mining (A)
Teacher:
Chastine Fatichah