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Course Outline
Fundamentals of Data Management
- Overview of data processing and storage
- Database basics and table construction
- Introduction to relational data models
Essential Data Analysis Methods
- Descriptive statistics and data distributions
- Histograms and control charts
- Data stratification and processing workflows
Data Modeling for Strategic Insights
- Introduction to data modeling principles
- Calendar tables and hierarchical structures
- Field relationships and joining tables
Dynamic Reporting Capabilities
- Leveraging Excel, Power Query, and DAX
- Building dashboards within Excel
- Data sourcing and editing via Power Pivot
Practical Statistical Applications
- Foundations of regression and classification
- Developing and interpreting prediction models
- Real-world data analysis scenarios
Overview of Data Science Principles
- Core concepts of data science
- Tools for identifying patterns and trends
- Simple machine learning applications
Strategic Decision-Making with Data
- Assessing reports to inform decisions
- Effectively communicating analytical results
- Case studies and practical implementations
Conclusion and Future Learning Paths
Requirements
- Basic proficiency in computer operations
- Experience using spreadsheets and common data formats
- General knowledge of Microsoft Office applications
Target Audience
- Environmental protection managers
- Data engineers and analysts
- Professionals aiming to adopt data-driven decision-making methods
30 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 8000 € + VAT*
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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
