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Course Outline
Foundations of Data Management
- Overview of data handling and storage principles
- Essentials of databases and table construction
- Introduction to relational models
Core Data Analysis Methods
- Descriptive statistics and probability distributions
- Utilizing histograms and control charts
- Data stratification and processing workflows
Data Modeling for Strategic Insights
- Fundamentals of data modeling concepts
- Managing calendar tables and hierarchical structures
- Defining field relationships and executing table joins
Advanced Reporting Tools
- Leveraging Excel, Power Query, and DAX
- Building interactive dashboards in Excel
- Data sourcing and manipulation with Power Pivot
Practical Statistical Applications
- Foundations of regression and classification
- Developing prediction models and interpreting outcomes
- Real-world data analysis scenarios
Intro to Data Science
- Core principles of data science
- Instruments for detecting patterns and trends
- Basic machine learning techniques
Strategic Data-Driven Decisions
- Assessing reports to inform business decisions
- Effective communication of analytical results
- Case studies and practical industry applications
Conclusion and Future Pathways
Requirements
- Familiarity with fundamental computer operations
- Proficiency in spreadsheets and basic data structures
- Knowledge of Microsoft Office applications
Target Audience
- Environmental protection managers
- Data engineers and analysts
- Professionals aiming to adopt data-driven decision-making tools
30 Hours
Testimonials (2)
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
