1550 results in Knowledge Management, Databases and Data Mining
Contents
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- A Hands-On Introduction to Data Science
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Appendix B: Useful Formulas from Probability
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Index
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18 - Variance Estimation and Improved Sensitivity: Pitfalls and Solutions
- from Part V - Advanced Topics for Analyzing Experiments
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9 - Supervised Learning
- from Part III - Machine Learning for Data Science
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Part III - Machine Learning for Data Science
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Appendix E: Datasets and Data Challenges
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1 - Introduction
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Acknowledgments
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22 - Leakage and Interference between Variants
- from Part V - Advanced Topics for Analyzing Experiments
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Dedication
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7 - Metrics for Experimentation and the Overall Evaluation Criterion
- from Part II - Selected Topics for Everyone
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Part I - Conceptual Introductions
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11 - Observational Causal Studies
- from Part III - Complementary and Alternative Techniques to Controlled Experiments
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Appendix I: Data Science for Social Good
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12 - Data Collection, Experimentation, and Evaluation
- from Part IV - Applications, Evaluations, and Methods
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1 - Introduction
- from Part I: - Conceptual Introductions
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- A Hands-On Introduction to Data Science
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2 - Data
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Contents
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5 - Speed Matters
- from Part II - Selected Topics for Everyone
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