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Artificial Intelligence
Deep Dive into Softmax Regression Background: Multi-Class Classification Problems The Softmax Regression Model Cross-Entropy Loss Gradient Descent Practice Query Softmax Regression in Scikit-Learn Summary
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May 27, 2023
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Artificial Intelligence
Mastering Logistic Regression Background: Binary Classification Problems The Logistic Regression Model Log Loss Gradient Descent Implementation in Python The LogisticRegression Class in Scikit-Learn Summary
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May 23, 2023
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Artificial Intelligence
The Matrix Algebra of Linear Regression
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May 3, 2023
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Artificial Intelligence
A Comprehensive Overview of Regression Evaluation Metrics
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May 1, 2023
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Artificial Intelligence
Linear Regression In Depth (Part 2) Multiple Linear Regression Definition Closed-Form Solution Multiple Linear Regression Example Linear Regression in Scikit-Learn Analyzing the Regression Errors Gradient Descent The SGDRegressor Class Key Takeaways
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April 27, 2023
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Artificial Intelligence
Linear Regression to GPT in Seven Steps Step 1: Prediction by Linear Regression Step 2: Prediction by Neural Networks Step 3: Prediction on a word Step 4: Prediction for Naive Translation Step 5: Prediction with Context Step 6: Prediction of Next Word Step 7: Prediction for Generative AI Summary
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April 26, 2023
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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
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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
Linear Regression: Understanding the Basics Kinds of Linear Regression. Assumptions of Linear Regression. Mathematical Intuition Linear Regression using Sklearn Conclusion
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March 30, 2023
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Artificial Intelligence
Linear Regression Made Easy : The whole lot You Must Know to Get Began
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March 11, 2023
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