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Duration 14 hours
Course Outline
Introduction to Utilizing Google Colab for Data Visualization
- Overview of the Google Colab Platform
- Configuration and Environment Setup
- Navigating the User Interface
Foundations of Data Visualization
- The Strategic Value of Data Visualization
- Introduction to Python Visualization Frameworks
Fundamental Plotting Techniques with Matplotlib
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Generation of Basic Graphical Representations
- Line Graphs
- Bar Charts
- Pie Charts
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Plot Configuration and Formatting
- Titles, Axis Labels, and Legends
- Color Palettes, Styling, and Themes
Advanced Matplotlib Applications
- Managing Subplots and Multiple Visualizations
- Implementing Annotations
- Exporting and Saving Graphical Outputs
Introduction to the Seaborn Library
- Overview of Seaborn Capabilities
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Generating Statistical Visualizations
- Distribution Analysis
- Regression Models
- Categorical Data Plots
Customizing Seaborn Outputs
- Aesthetic Adjustments and Thematic Options
- Advanced Configuration Techniques
- Integrating Seaborn with Matplotlib
Processing and Visualizing Real-World Datasets
- Dataset Ingestion
- Data Cleaning and Preprocessing
- Visualization of Complex Data Structures
Collaborative Visualization Workflows
- Sharing Notebooks and Team Collaboration
- Real-Time Collaboration Features
- Best Practices for Joint Projects
Recommendations and Best Practices
- Effective Visualization Methodologies
- Mitigating Common Visualization Errors
- Improving Visual Clarity and Presentation
Conclusion and Future Directions
Requirements
- Foundational understanding of Python programming
- Proficiency with basic data management concepts
Target Audience
- Data Scientists
- Data Analysts and Professionals
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