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Duration 30 hours
Course Outline
Foundations of Data Management
- Overview of data handling and storage
- Essentials of databases and table creation
- Introduction to relational data models
Core Data Analysis Techniques
- Descriptive statistics and data distributions
- Utilizing histograms and control charts
- Data stratification and processing workflows
Data Modeling for Strategic Decisions
- Core concepts in data modeling
- Setting up calendar tables and hierarchies
- Managing field relationships and table joins
Dynamic Reporting Capabilities
- Leveraging Excel, Power Query, and DAX
- Building interactive dashboards in Excel
- Editing and sourcing data via Power Pivot
Practical Statistical Applications
- Foundations of regression and classification
- Building and interpreting prediction models
- Real-world data analysis scenarios
Introductory Data Science Concepts
- Key fundamentals of data science
- Tools for detecting patterns and trends
- Basic machine learning techniques
Strategic Decision-Making Through Data
- Evaluating reports to drive decisions
- Communicating findings clearly and effectively
- Case studies and real-world implementations
Summary and Future Pathways
Requirements
- Proficiency in basic computer operations
- Hands-on experience with spreadsheets and common data formats
- Familiarity with the Microsoft Office suite
Target Audience
- Managers in environmental protection
- Data engineers and analysts
- Professionals seeking tools for data-driven decision-making
Testimonials (3)
workshops, practical examples
Martin Stuparek - Orange Slovensko, a.s.
Course - Monitoring with Grafana
The content is very helpful, and the trainer makes it more easier to understand
Ibrahim Al mayahi - Vastech SA
Course - Advanced Elasticsearch and Kibana Administration
The theoretical material shown and the detail of the practices
CESAR - ALTOR CASA DE BOLSA
Course - Advanced ELK Stack for Log Management and Centralization
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