BIG DATA DAN ANALISIS DATA MM-23-PJJA1 [PSR]
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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
Tugas
16. Diskusi dan Presentasi Akhir
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BIG DATA DAN ANALISIS DATA MM-23-PJJA1 [PSR]
Pengajar:
PUSPITA KENCANA SARI
Pengajar:
NURVITA TRIANASARI