Analitika Bisnis (Q)
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Galit Shmueli, Peter C. Bruce, Inbal Yahav, Nitin R. Patel, Kenneth C. Lichtendahl Jr. - Data Mining for Business Analytics Concepts, Techniques, and Applications in R-Wiley (2017)
Data Mining for Business Analytics Python
Week 1
Intro to Business Analytics (Tuesday's offline class))
Video: Introduction to Business Analytics
Thursday's Class Activity
Week 2
Introduction to Data Mining
Data Visualization using Penguin Dataset
penguins
Zoom_2
Week 3
Permodelan Linear dengan Regresi
Dimensionality Reduction
Advertising
Week 4
Zoom4
Week 5
zoom5
Support Vector Machine
Naive Bayes -
Evaluating Predictive Performance
Week 6
KNN Implementation
Zoom6
Week 7
Dataset for Midterm Exam
Classification Methods for Midterm Project
Week 8
Midterm Project Submission
Midterm Report
Midterm Report
Week 10
Zoom10
Ensemble Learning
DecisionTrees-edited
Week 11
Zoom11
Clustering methods
Clustering Innovation
Zoom11_Thursday
Week 12
Zoom12
Zoom12_Kamis
Final Project Description
GA
Week 13
Zoom13
Zoom13_Thursday
Submission of Clustering Task
Quiz
Quiz
Zoom_Quiz
week 15
Zoom15
Final Exam
Submission of Final Report of the Final Project
Submission of Word file only
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Side panel
Panduan Dosen
Unduh PDF
[Video] Panduan Membuat Video Asinkronus dengan Power Point
Panduan Mahasiswa
Unduh PDF
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Analitika Bisnis (Q)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Teknologi Elektro dan Informatika Cerdas
S-1 SISTEM INFORMASI KELAS INTERNASIONAL
Semester Gasal 2022/2023
Analitika Bisnis (Q)
Summary
Analitika Bisnis (Q)
Teacher:
Amalia Utamima