DATA ANALITIK TI-46-INT [FDC]
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WEEK 1 - INTRODUCTION TO DATA ANALYTICS
Lecture Notes Introduction to Data Analytics
Lecture Notes Introduction to Data Analytics (FDC)
Introduction to Data Analytics Part 1
Introduction to Data Analytics Part 2
Introduction to Data Analytics Part 3
Quiz 1
Discussion Forum Introduction to Data Analytics
WEEK 2 - ANALYTICAL DATA IN THE CONTEXT OF INDUSTRIAL PROBLEMS
Lecturer Note Analytical Data in the Context of Industrial Problems
Data Analytics in Industrial Problems Part 1
Data Analytics in Industrial Problems Part 2
Data Analytics in Industrial Problems Part 3
Data Analytics in Industrial Problems Part 4
Quiz 2
Activity Class Week 2
Discussion Forum
WEEK 3 - DATA AND ACQUISITION PROCESS
Lecturer Note Data and Acquisition process
Quiz 3
External Link 1 Week 3
External Link 2 Week 3
External Link 3 Week 3
Meeting Discussion Forum 3
WEEK 4 - DATA CONCEPTS AND DATA PRE-PROCESSING
Lecture Note Understanding Data and Data Pre-processing
Lecture Note Understanding Data and Data Pre-processing (FDC)
Understanding Data and Data Pre-processing
External links 1
External links 2
External links 3
Discussion Forum Understanding Data and Data Pre-processing
Quiz 4
Activity Class
WEEK 5 - EXPLORATORY DATA ANALYSIS
Lecture Notes Exploratory Data Analysis
Exploratory Data Analysis
External Links 1
External Links 2
External Links 3
Exploratory Data Analysis Discussion Forum
Dataset Activity Class (Garment Workers)
Quiz 5
WEEK 6 - MULTIVARIATE DATA EXPLORATION
Lecturer Note Multivariate Data Exploration
External Link 1
External Link 2
External Link 3
Discussion Forum
Quiz 6
Activity Class (Coding Competition)
WEEK 7 - DATA MODELING AND MACHINE LEARNING
Lecture Notes Data Modeling and Machine Learning
External Link 1 Week 7
External Link 2 Week 7
External Link 3 Week 7
Discussion Forum
WEEK 9 - DATA COMPUTING WITH GOOGLE COLAB
Lecture Notes Data Computing with Google Colab
Dataset - Introduction Python Week 9 (coffee&tea_prod_worker_productivity)
Task Week 9
Discussion Forum Week 9
Learning Video 1 Asynchronous
Learning Video 2 Asynchronous
Learning Video 3 Asynchronous
Learning Video 4 Asynchronous
WEEK 13 - CLASSTERIZATION ANALYSIS TECHNIQUES
Lecture Note Cluster Analysis
External Links 1
External Links 2
External Links 3
Quiz 13
Cluster Analysis Discussion Forum
Link Google Colab Clustering [Try to Class]
WEEK 14 (WEEK 12) - ANALYSIS MODEL WITH K-MEANS CLUSTERING ALGORITHM: CASE STUDY AND IMPLEMENTATION IN PYTHON
Lecture Notes Cluster Analysis Case Study
Customer segmentation dataset (Sample dataset for Lecture Note)
Asynchronous Online Learning Video 1
Asynchronous Online Learning Video 2
Asynchronous Online Learning Video 3
External links 1
External links 2
External links 3
Assignment Week 14
Assignment Dataset 14
Google Colab Script (Use this coding to do assignments)
Cluster Analysis Model Case Study Discussion Forum
UTS
Session 1 : Multiple Choice and Matching Types (12.30 - 13.20 WIB) (for international class)
Session 2 : Essay (13.21 - 14.10 WIB) (for international class)
UTS Susulan
Session 1 : Multiple Choice and Matching Types (for international class)(09.00-09.50 WIB)
Session 2 : Essay (for international class)(09.51-10.40 WIB)
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DATA ANALITIK TI-46-INT [FDC]
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