APPLIED BIG DATA IN FINTECH INDUSTRY
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Topik 1 Pengantar Data Science, Data Enginengring dan Area Big Data
Week 1: Introduction to Big Data Area
Introduction to Big Data Area
Assignment Week 1
Video Kuliah Minggu 1
Quiz 1
video 1
Topik 2 Esensi analisis data: Analisis Multivariate/Data Analytics Essentials: Multivariate Analysis
Week 2: Multivariate Analysis
MULTIVARIATE DATA ANALYSIS
Video Kuliah Minggu 2
Quiz 2
Assignment Week 2
video 2
Topik 3 Structured Data (Data Mining Model): Regression Model I
Week 3: Regression Models
Introduction to Linear Regression
Video Kuliah Minggu 3
Quiz 3
video 3
Topik 4 Structured Data (Data Mining Model): Classification Model
Week 4: Logistic Regression
Video Kuliah Minggu 4
Quiz Week 4
video 4
Topik 5. Structured Data (Data Mining Model): Clustering Model
Week 5: Classification Model
Classification Model
Introduction to Data Mining-Pearson (2013)
Video Kuliah Minggu 5
Quiz Week 5
video 5
Topik 6. Structured Data (Data Mining Model): Association Rules dan ANN
Week 6: Hands-on group practice
Hands-on practice materials
Video Kuliah Minggu 6
Quiz 6
video 6
Topik 7. UnStructured Data : SNA 1
Week 7: Structured Data: Clustering Model
Clustering Model
Week 7 quiz
Video Kuliah Minggu 7
Quiz 7
UTS
Week 8: Hands-on students practice
Topik 8. UnStructured Data : SNA 2
Week 9: Association Model and Practice
Association rules mining
Video Kuliah Minggu 8
Quiz Week 8
Topik 9. UnStructured Data : Text Analytics 1
Week 10: Artificial Neural Network (ANN)
Artificial Neural Network (ANN)
Video Kuliah Minggu 9
Quiz week 9
Topik 10. UnStructured Data : Text Analytics 2
Week 11: Unstructured DataText Mining
Practice during class
Video Kuliah Minggu 10
Kuis Minggu 10
Topik 11. Deep Learning
Week 12: Introduction to Modeling
Quiz 11
Video Kuliah Minggu 11
Topik 12. Computational Modelling: Intro to Modeling, Optimization and Simulation Model
Week 13: Social Network Analysis
SNA - Graph model
Quiz 12
Video Kuliah Minggu 12
Topik 13 : Data Visualization and Storytelling
Industrial week
Week 14 quiz
Video Kuliah Minggu 13
UAS
SOAL UAS
UTS
UTS BDAND
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FAKULTAS EKONOMI DAN BISNIS (FEB)
PRODI S2 MANAJEMEN (FEB)
EMI1V2-29891
Summary
APPLIED BIG DATA IN FINTECH INDUSTRY
Teacher:
SISKA NOVIARISTANTI