Kesimpulan dari BIG DATA DAN ANALISIS DATA

Gedung Panehan Pasca Sarjana Lantai 1,
Jl. Telekomunikasi Terusan Buah Batu,
Bandung - 40257, Indonesia

E-Mail: clove@telkomuniversity.ac.id
Whatsapp Khusus Dosen: +62 821-1666-3563

Umum

Announcements

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 &amp; 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 &amp; Text Analytics)

Quiz 11

Video Kuliah Minggu 11

Materi Minggu 11

12. Modeling Big Data: optimization &amp; 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

BIG DATA DAN ANALISIS DATA

6. Data Mining / Data Analytics: Association Rules Mining & Artificial Neural Networks(ANN)

11. Deep Learning (Image Detection & Text Analytics)

12. Modeling Big Data: optimization & Simulation