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During this third edition of Data Science School combined with the fourth edition of Business Intelligence & Semantic Web seminar, participants will learn and put in practice solutions around recent data science concepts, tools, and techniques for data collection, ingestion, transformation, and consolidation. + +At the end of the school, the participants should be able to : +- Understand the main concepts and techniques behind big data frameworks and architectures, +- Practice machine learning pipelines implementation +- Use data science tools and systems +- Practice data visualization tools +- Use knowledge engineering tools +- Understand semantic web paradigm. + +## Participants +IT professionals, engineers, consultants, students interested in Data Science and Business Intelligence concepts along with their practices. + + + +## Addressed Topics + +1. Introduction to Data Science (Architecture and paradigms) +2. Cloud-based deployment (Google Cloud Platform) +3. Data Engineering with NoSQL and data models (graph and column-oriented) +4. Data Processing with Spark and Hadoop +5. Deep learning processes parallelization and cluster mapping with TensorFlow +6. Data Visualization +7. Methodologies for presenting results +8. Semantic Web +9. IoT and data stream +10. Constraint programming +11. Big data mining +12. Knowledge engineering +13. Knowledge graphs and applications +14. Linked Data +15. NLP and AI applications +16. Personal data in data science +17. Operational Research and AI +18. Law or ethics in data science exploitation +19. Big data and bank loans +20. Case Studies: Applications on e-health Information Systems + + +## Organizers +- Jules Degila (Bénin) +- Ghislain Atemezing (France) +- Ratheil Houndji (Bénin) +- Pélagie Houngue (Bénin) +- Carlos Ogouyandjou (Bénin) +- Joël Tossa (Bénin) +- Hénoc Soude (Bénin) +- Arnaud Ahouandjinou (Bénin) +- Sadouanouan Malo (Burkina-Faso) + + +## Venue + +This event will be held at the [Institut de Mathématiques et de Sciences Physiques (IMSP)](http://www.imsp-benin.com/home/) Dangbo, Bénin. +![IMSP image](img/IMSP-image.jpeg) + +The details for the remote participation will be shared here in due time. + +## Program + +[Check the program details](program.md) + + +## Speakers + +The list of the speakers is available [here](speakers.md) + + + +## Partners + +- [List of university partners](partners.md) +- [AFIA](https://afia.asso.fr/) + + +## Main Sponsor +- [CEA-SMIA](https://ceasma-benin.org/) + +## Logos + +![IMSP](img/logoimsp.png) +CEA-SMIA +CEA-SMIA + + +