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 Duration 30 hours

Course Outline

Foundations of Data Management

  • Overview of data handling and storage mechanisms
  • Core database principles and table construction
  • Introduction to relational data models

Essential Data Analysis Methods

  • Descriptive statistics and distribution analysis
  • Histograms and quality control charts
  • Data stratification and processing workflows

Data Modeling for Strategic Insights

  • Foundational concepts in data modeling
  • Calendar tables and hierarchical structures
  • Field relationships and table joining techniques

Advanced Reporting Solutions

  • Leveraging Excel, Power Query, and DAX
  • Building interactive dashboards within Excel
  • Data editing and sourcing via Power Pivot

Practical Statistical Applications

  • Fundamentals of regression and classification
  • Prediction modeling and result interpretation
  • Realistic data analysis case scenarios

Overview of Data Science Principles

  • Core data science foundations
  • Instruments for identifying patterns and trends
  • Basic machine learning techniques

Enhancing Decisions through Data

  • Assessing reports to inform strategic choices
  • Effective communication of analytical results
  • Case studies and real-world implementations

Conclusions and Future Directions

Requirements

  • Competence in fundamental computer operations
  • Practical experience with spreadsheets and standard data formats
  • Proficiency with Microsoft Office tools

Target Audience

  • Environmental protection managers
  • Data engineers and analysts
  • Professionals seeking to adopt data-driven decision-making tools

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