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Spis treści

Mastering Python for Data Science. Explore the world of data science through Python and learn how to make sense of data eBook -- spis treści

• 1. Getting started with Data
• 2. Getting the larger picture from inferential statistics
• 3. Finding the Needle in the Haystack with Data Mining
• 4. Making sense of data through Advanced Visualization
• 5. Uncovering Machine Learning
• 6. Performing predictions with Linear Regression
• 7. Estimating Likelihood with Logistic Regression
• 8. Generating recommendations with Collaborative Filtering
• 9. Pushing the boundaries with Ensemble Models
• 10. Applying Segmentation with K-means clustering
• 11. Analyzing Unstructured Data with Text Mining
• 12. Leveraging Python in the World of Big Data