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Duration 30 hours
Course Outline
Fundamentals of Data Management
- Overview of data storage and handling
- Essentials of databases and creating tables
- Foundations of relational data models
Core Data Analysis Methods
- Descriptive statistics and data distributions
- Utilizing histograms and control charts
- Data stratification and processing techniques
Data Modeling for Strategic Choices
- Introduction to core data modeling principles
- Managing calendar tables and hierarchical structures
- Establishing field relationships and joining tables
Interactive Reporting Solutions
- Leveraging Excel, Power Query, and DAX
- Constructing dashboards within Excel
- Data sourcing and modification using Power Pivot
Practical Statistical Applications
- Foundational regression and classification techniques
- Building and interpreting predictive models
- Real-world data analysis scenarios
Introductory Data Science Principles
- Core concepts in data science
- Instruments for identifying patterns and trends
- Basic machine learning methodologies
Strategic Decision-Making via Data
- Assessing reports to inform business decisions
- Presenting results with clarity and impact
- Case studies and practical applications
Wrap-Up and Future Directions
Requirements
- Proficiency in fundamental computer tasks
- Working knowledge of spreadsheets and common data formats
- Comfort with the Microsoft Office suite
Target Participants
- Specialists in environmental protection and management
- Data engineers and analytical professionals
- Individuals seeking to adopt data-informed strategies
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
Machine Translated
