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Artificial Intelligence
Theoretical Deep Dive into Linear Regression The Data Generation Process What Are We Actually Minimizing? Minimize The Loss Function Conclusion
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June 26, 2023
1
Artificial Intelligence
Mastering Linear Regression: The Definitive Guide For Aspiring Data Scientists What can we mean by “regression evaluation”? Understanding correlation The difference between correlation and regression The Linear Regression model Assumptions for the Linear Regression model Finding the road that most closely fits the info Graphical methods to validate your ML model An example in Python Conclusions
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April 20, 2023
1
Artificial Intelligence
Mastering Linear Regression: The Definitive Guide For Aspiring Data Scientists What can we mean by “regression evaluation”? Understanding correlation The difference between correlation and regression The Linear Regression model Assumptions for the Linear Regression model Finding the road that most closely fits the information Graphical methods to validate your ML model An example in Python Conclusions
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April 20, 2023
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Artificial Intelligence
Conformal prediction for regression The information The workflow Data processing Training and calibration Conformal prediction Predictions quality estimation Optimizing normalization sensitivity parameter beta Optimizing error rate “Easy” approach Conclusion References
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March 29, 2023
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