• Analitika Bisnis (Q)
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    Analitika Bisnis -IUP
    Main Reference - Business analytics
    Main Reference - Data Mining
    Course Plan
    Week 1 - Tuesday (31/08)
    Zoom Meeting - RM
    1 - Introduction
    1 - Case Study: Boston Housing
    1 - Boston Housing dataset
    Assignment 1 - Regression with n variables
    Week 1 - Friday (03/09)
    2 - Data Visualization
    2 - Data Visualization Example
    Week 2 - Tuesday (07/09)
    Assignment 2 - Data visualization coding
    Week 3 - Tuesday (14/09)
    3 - Data Preprocessing
    Assignment 3 - Data preprocessing coding
    Week 3 - Friday (17/09)
    4 - Introduction to Machine Learning
    Assignment 4 - What is Machine Learning?
    Week 4 - Tuesday (21/09)
    5 - Dimension Reduction
    5 - PCA
    Week 4 - Friday (24/09)
    Assignment 5 - Guest Lecture
    Week 5 - Tuesday (28/09)
    6-1 - Performance Evaluation
    6-2 - Performance Evaluation Exercise & Cross Validation
    Assignment 6 - Data Classification Contest
    Week 6 - Tuesday (05/10)
    7-1 Naive Bayes
    7-2 Naive Bayes (continued)
    Week 7 - Tuesday (12/10)
    8-1 k-Nearest Neighbor
    8-2 Assignment 7 - Data
    Assignment 7
    Week 7 - Friday (15/10)
    9-1 Decision Tree
    9-2 Decision Tree
    Week 8 - Tuesday (19/10)
    ETS (Mid-term Assignment)
    Week 9-1
    Zoom meeting 9
    Week 9-2
    Zoom Meeting 9-2
    Week 10-1
    Laporan Tugas SVM
    Week 10-2
    ZoomMeeting 10
    TSP presentation
    Video Vehicle Routing Problem
    Week 11-1
    Zoom Meeting 11
    Konsep General dari Genetic Algorithm
    What is Genetic Algorithm
    Week 11-2
    Zoom meeting 11-2
    Referensi Matlab Code: Haupt R.L. Haupt S.E. Practical Genetic Algorithm
    GA
    Week 12-2
    Zoom 12
    Week 13
    Zoom meeting 13
    Week 14
    Pengumpulan Laporan Genetic Algorithm
    Week 15 - Ujian Akhir Semester
    Zoom 15 - Demo UAS
    Week 16 - Demo Final Project
    Laporan Final Project
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    Analitika Bisnis (Q)
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    8. Analitika Bisnis (Q)
    9. Summary

    Analitika Bisnis (Q)

    • Teacher: Amalia Utamima
    • Teacher: Rarasmaya Indraswari

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    Sukolilo | Manyar | Tjokroaminoto
    Kampus Institut Teknologi
    Sepuluh Nopember Surabaya
    Phone: 031-5994251-54, 5947274, 5945472
    Fax: 031-5923465, 5947845

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