• Pemodelan dan Analitika Prediktif (Q)
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    General
    Book Reference (e-book)
    Announcements
    Week 01, Session 1. 26 Aug 2024, 10.15-12.05
    Course Plan (1st 8 weeks)
    Course Syllabus (Indonesian Version)
    Chapter 01: Introduction
    Week 01, Session 2: 29 Aug 2024, 10.15-12.05
    Chapter 2: Data & Data Precossing
    Week 02, Session 2: 5 September 2024, 10.15-12.05
    Chapter 03: Exploring Data
    Week 03, Session 1: 12 September 2024, 10.15-12.45
    Material of Tutorial #1: Data, Data Procesing, and Exploring Data
    Week 04, Session 1: 19 September 2024, at 10.15-11.15 hours
    Slide Materi Chapter 4 - Classification Model Part-1
    Week 05, Session 1: 23 September 2024, 10.15-12.05 hours
    Group Project Assignment #1 (GPA #1): Data Exploration & Preprocessing
    Week 06, Session 1: 30 September 2024, 10.15-12.05 hours
    Chapter 5 Part-2: Alternative Prediction Models
    Week 07, Session 2: 10 October 2024, 10.15-12.05 hours
    Slide of Chspter 6: Regression Model
    Grade for GPA #1
    Week 07, Session 3: 11 October 2024, 16.00-18.00 hours hours
    Material for Hands-on Tutorial #2
    Kuliah Minggu ke-7 (Sesi 1 & Sesi 2)
    Week 8: Mid-Semester Examination of Odd Semester 2024/2025
    Week 08: Mid-semeter Examination of Odd Semester 2024/2025
    Grade Report of Quiz
    Grade Report of Mid-Semester Exam
    Grade Report of GPA #2
    Week 9
    Syllabus for PMA Part 2
    Weeks 10-12
    Forecasting Concept
    Moving Average (Concept and Practical)
    Moving Average Practical Data:
    Exponential Smoothing: Consept and Practical
    Smoothing Exponential Practical Data:
    Holt-Winter's Data
    Holt Winter's 251124
    Week 13
    Data for Exercise -ODD
    Data for Exercise - EVEN
    Exercise - 011224
    Dataset for Final Project
    Decomposition: Concept and Practical
    Week 14: Decomposition
    Decomposition: Concept and Application
    Data
    Decomposition 281124
    Week 15
    Forecasting: Practical in Python
    Dataset: Practical Assignment
    Hypertension Time Series Forecasting Notebook Collection
    Week 16
    Results of Time Series Based Prediction Final Project
    Final Project Guide
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    Pemodelan dan Analitika Prediktif (Q)
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    8. Pemodelan dan Analitika Prediktif (Q)
    9. Summary

    Pemodelan dan Analitika Prediktif (Q)

    • Teacher: Arif Djunaidy
    • Teacher: Wiwik Anggraeni

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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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