This training is designed for professionals who want to understand and leverage Data Science, Analytics, and Business Intelligence (BI) to improve decision-making and operational efficiency within their organizations.
Training -Data Science, Data Analytics, and Business Intelligence (BI)
Description de la formation
Objectifs de la formation
Understand the concepts and applications of Data Science, Data Analytics, and Business Intelligence.
Master tools and techniques for data collection, cleaning, analysis, and visualization.
Use BI to create dashboards and reports that facilitate decision-making.
Le programme de la formation
First Part: Introduction to Data Science, Data Analytics, and BI
- Basic concepts of Data Science.
- Basic concepts of Data Analytics.
- Basic concepts of Business Intelligence (BI).
- Importance and applications in organizations.
Second Part: Data Science
- Data collection, data cleaning, data exploration, and visualization.
- Feature engineering, model building, and model evaluation.
- Commonly used tools and technologies (Python, R, Jupyter Notebooks).
Third Part: Data Analytics Techniques
- Descriptive analysis.
- Diagnostic analysis.
- Predictive analysis.
- Prescriptive analysis.
Fourth Part: Business Intelligence (BI)
- BI concepts: Data Warehousing, ETL processes (Extract, Transform, Load), OLAP (Online Analytical Processing).
- BI tools: Introduction to tools like Tableau, Power BI, Looker.
- Dashboards and reports: Creating and interpreting dashboards and reports for decision-making.
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