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
Week 14: Decomposition
Decomposition: Concept and Application
Data
Decomposition 281124
Week 15
Forecasting: Practical in Python
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Pemodelan dan Analitika Prediktif (Q)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Teknologi Elektro dan Informatika Cerdas
S-1 SISTEM INFORMASI KELAS INTERNASIONAL
Semester Gasal 2024/2025
Pemodelan dan Analitika Prediktif (Q)
Summary
Pemodelan dan Analitika Prediktif (Q)
Teacher:
Arif Djunaidy
Teacher:
Wiwik Anggraeni