# Guides

In-depth guides to help you understand statistics, data visualization, and machine learning concepts.

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STATISTICS

### Statistical Tests

A comprehensive guide to choosing the right statistical test. Interactive fishbone diagram to navigate parametric vs non-parametric options.

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### Data Visualization

Learn the principles of effective data visualization. From choosing the right chart type to creating compelling visual narratives.

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### ML Model Selection

A practical guide to selecting the right machine learning model for your problem. Decision trees, neural networks, and more.

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Coming Soon

### Feature Engineering

Transform raw data into meaningful features. Best practices for numerical, categorical, and text data.