- Select technology to learn: Google Cloud Platform.
- Overview of GCP.
- Evaluate advantages and disadvantages and applications.
- How to deploy components according to big data architecture, demo examples.
- How to deploy components according to big data architecture, demo example: Reference document links.
- Prepare work assignment tables and plans.
- Implementation support documents (link): data warehouse, data lake, lakehouse.
- Data sources.
- Ingest.
- Process.
- Enrich.
- Select dataset as Stack Overflow data to deploy.
- Run components one after another.
- There are scripts and code included.
- Demo examples, reference documents.
Project report (including doc files, slides and their pdf versions).
- ReadMe.txt.
- Demo videos. (with subtitles and some videos uploaded to Youtube).
- Scripts, codes corresponding to the running components.
- Information describing the selected Dataset.
- Related books have sample code to run to make videos.
(All participating members report in the video, open the camera).
- General demo scenario.
There is also a job assignment sheet for each member.
- "Social and Economic Networks: Models and Analysis," Stanford University (Coursera), by Matthew O. Jackson.
- "Giáo trình Phân tích Mạng Xã Hội và ứng dụng," by PGS.TS. Đỗ Phúc.
- "Social Network Analysis," by John Scott, SAGE Publications Ltd, 2012.
- "Social Networks. Development, Evaluation and Influence," Nova Science Publishers, Inc. New York, 2008.
- "Social Network Analysis: Methods and Applications," Cambridge University Press, Cambridge, New York, 1994.
- Main software: R
- Other software: Python, Pajek, Gephi, NetLogo.