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Data Science School 2023 | ||
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![Banner DSS 2022 ](img/bannerDSS2023.jpg) | ||
## Objectives | ||
The industry interest and adoption of data science continues to grow as it leverages big data to achieve higher levels of business value. 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. | ||
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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. | ||
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## Participants | ||
IT professionals, engineers, consultants, students interested in Data Science and Business Intelligence concepts along with their practices. | ||
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## Addressed Topics | ||
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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 | ||
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## 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) | ||
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## Venue | ||
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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) | ||
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The details for the remote participation will be shared here in due time. | ||
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## Program | ||
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[Check the program details](program.md) | ||
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## Speakers | ||
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The list of the speakers is available [here](speakers.md) | ||
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## Partners | ||
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- [List of university partners](partners.md) | ||
- [AFIA](https://afia.asso.fr/) | ||
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## Main Sponsor | ||
- [CEA-SMIA](https://ceasma-benin.org/) | ||
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## Logos | ||
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![IMSP](img/logoimsp.png) | ||
<img src="img/logo_ceasma_fr.png" alt="CEA-SMIA" width="200"/> | ||
<img src="img/afiaLogo.png" alt="CEA-SMIA" width="200"/> | ||
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