• ANALITIK DATA LOGISTIK DAN PRAKTIKUM
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    Course Description
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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
    Tugas Besar
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    3. FAKULTAS REKAYASA INDUSTRI (FRI)
    4. PRODI S1 TEKNIK LOGISTIK (FRI)
    5. ILJ2A3-33127
    6. Summary

    ANALITIK DATA LOGISTIK DAN PRAKTIKUM

    • Teacher: NUR ICHSAN UTAMA
    • Teacher: HARDIAN KOKOH PAMBUDI
    • Teacher: NIA NOVITASARI
    • Teacher: TAUFIK NUR ADI

    CELOE

    Center of e-Learning and Open Education


    Address

    Gedung Panehan Pasca Sarjana Lantai 1,
    Jl. Telekomunikasi Terusan Buah Batu, 
    Bandung - 40257, Indonesia

      E-Mail: clove@telkomuniversity.ac.id
     Whatsapp Khusus Dosen: +62 821-1666-3563


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