ANALITIK DATA LOGISTIK DAN PRAKTIKUM
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Slide 0 - Course Introduction and Rules
Chapter 1: Introduction and Class Rules, Data-Analytic Thinking
Week 1 - Zoom Link
Slide Week 1 - Data-Analytic Thinking
Preliminary Quiz - Week 1
Chapter 2: Data Understanding and Data Analytics Types
Week 2 - Zoom Link
Slide Week 2 - Data Understanding and Data Analytics Types
2. 1. Introduction to Data Understanding
2. 2. Types of Dataset and Objects
2. 3. Data Attributes Types 1
2. 4. Data Attributes Types 2
2. 5. Data Analysis Types
2. 6. Data Analytics Methods 1 - Regression and Classification
2. 7. Data Analytics Methods 2 - Clustering and Association Rules Mining
2. 8. Data Mining Process
Mini quiz - Review Chapter 1-2
Chapter 3: Data Preparation / Pre-Processing
Week 3 - Zoom Link
Slide - Chapter 3. Data Preparation
Mini Quiz - Data Preparation (Chapter 3)
Chapter 4: Data Exploration
Week 4 - Zoom Link
Slide - Chapter 4. Data Exploration
4. 1. Introduction to Data Exploration
4. 2. Descriptive Statistics and Data Grouping
4. 3. Analysis of Variance (ANOVA)
4. 4. Correlation
4. 5. Correlation - Statistics
Mini Quiz Chapter 4
Chapter 6.1. Model Development - Simple Linear Regression
Week 6 - Zoom Link
Slide - Chapter 5. Model Development - Simple Linear Regression
Chapter 6.1. Model Development - Simple Linear Regression
Mini Quiz Chapter 6 (Part 1)
UTS
UTS
Chapter 6. Model Development - Logistic Regression
Chapter 7. Model Development - Decision Tree
Chapter 8. Model Development - K-means Clustering
Chapter 9. Model Development - Hierarchical Clustering
Special Chapter: Clustering Application for Customer Segmentation
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FAKULTAS REKAYASA INDUSTRI (FRI)
PRODI S1 TEKNIK LOGISTIK (FRI)
ILJ2A3-33127
Summary
ANALITIK DATA LOGISTIK DAN PRAKTIKUM
Teacher:
NUR ICHSAN UTAMA
Teacher:
HARDIAN KOKOH PAMBUDI
Teacher:
NIA NOVITASARI
Teacher:
TAUFIK NUR ADI