BIG DATA AND DATA ANALYTICS
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1. Introduction to Big Data and Data Analytics
Video Kuliah Minggu 1
Quiz 1
Assignment Week 1
Book - Big Data at Work - Thomas Davenport
Book - Data Science for Business - Foster Provost and Tom Fawcett
Materi Minggu 1
2. Machine Learning Concept and Practice
Video Kuliah Minggu 2
Quiz 2
Assignment Week 2
Materi Minggu 2
3. Data Collection, Data Preprocessing, and Statistic Descriptive
Video Kuliah Minggu 3
Quiz 3
Materi Minggu 3
4. Classification Model
Video Kuliah Minggu 4
Quiz Week 4
Materi Minggu 4
5. Data Mining / Data Analytics: Clustering
Video Kuliah Minggu 5
Quiz Week 5
Materi Minggu 5
6. Data Mining / Data Analytics: Association Rules Mining & Artificial Neural Networks(ANN)
Video Kuliah Minggu 6
Quiz 6
Materi Minggu 6
7. fenomena ‘Network Data’, implementasi, peluang dan tantangan‘social network for business’(SNA1)
Video Kuliah Minggu 7
Quiz 7
Materi Minggu 7
Reading : Computational Social Science
Reading : New Network Science
UTS
SOAL UTS
8. fenomena ‘Network Data’, implementasi, peluang dan tantangan‘social network for business’(SNA2)
Video Kuliah Minggu 8
Quiz Week 8
Materi Minggu 8
Book - Network, Crowd, and Market - Kleinberg and Easley
9. Text Mining 1 (Introduction Text Mining / Text Analytics )
Video Kuliah Minggu 9
Quiz week 9
Materi Minggu 9
10. Text Mining 2 (NLP/NLTK)
Video Kuliah Minggu 10
Kuis Minggu 10
Materi Minggu 10
11. Deep Learning (Image Detection & Text Analytics)
Quiz 11
Video Kuliah Minggu 11
Materi Minggu 11
12. Modeling Big Data: optimization & Simulation
Quiz 12
Video Kuliah Minggu 12
Materi Minggu 12
13. Data presentation (data storytelling and Visualization)
Video Kuliah Minggu 13
Materi Minggu 13
UAS
SOAL UAS
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FAKULTAS EKONOMI DAN BISNIS (FEB)
S1 International ICT Business
EBI3B4-30833
Summary
BIG DATA AND DATA ANALYTICS
Teacher:
ANDRY ALAMSYAH
Teacher:
DIAN PUTERI RAMADHANI
Teacher:
TRI WIDARMANTI