BIG DATA DAN ANALISIS DATA
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Pengumuman / Announcement
1. Introduction to Big Data and Data Analytics
Video Kuliah Minggu 1
Quiz 1
Assignment Week 1
Materi Minggu 1
Book - Big Data at Work - Thomas Davenport
Book - Data Science for Business - Foster Provost and Tom Fawcett
2. Machine Learning Concept and Practice
Video Kuliah Minggu 2
Quiz 2
Assignment Week 2
Materi Minggu 2
Machine Learning Concept and Practice
3. Data Collection, Data Preprocessing, and Statistic Descriptive
Video Kuliah Minggu 3
Quiz 3
Assignment Week 3
Materi Minggu 3
Data Collection, Data Preprocessing, and Statistic Descriptive
4. Classification Model
Video Kuliah Minggu 4
Quiz Week 4
Materi Minggu 4
Classification Model
5. Data Mining / Data Analytics: Clustering
Video Kuliah Minggu 5
Quiz Week 5
Materi Minggu 5
Data Mining / Data Analytics: Clustering
6. Data Mining / Data Analytics: Association Rules Mining & Artificial Neural Networks(ANN)
Video Kuliah Minggu 6
Quiz 6
Materi Minggu 6
Data Mining / Data Analytics: Association Rules Mining & Artificial Neural Networks(ANN)
Assignment: Model Data Terstruktur
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
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
Assignment: Model Tidak Terstruktur
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
15. Kuliah Dosen Tamu
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ELI1E3-31330
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Kursus
FAKULTAS EKONOMI DAN BISNIS (FEB)
S2 Manajemen PJJ
ELI1E3-31330
Penjelasan
BIG DATA DAN ANALISIS DATA
Pengajar:
ANDRY ALAMSYAH
Pengajar:
Admin CELOE
Pengajar:
PUSPITA KENCANA SARI
Pengajar:
ABDUL MUKTI SOMA
Pengajar:
SUTARMAN SUTARMAN
Pengajar:
NURVITA TRIANASARI