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| Item Details | Price | ||
|---|---|---|---|
Instructors: Kunaal Naik
Why this course?
| Overview of Logistic Regression | |||
| Logistic Regression – Introduction (12:00) | |||
| Logistic regression : the basics - simply explained (20:00) | |||
| Logistic Regression - VISUALIZED! (19:00) | |||
| Statistics 101: Logistic Regression, An Introduction (11:00) | |||
| Statistics 101: Logistic Regression Probability, Odds, and Odds Ratio (13:00) | |||
| Mathematical Principle of Logistic Regression for Machine Learning (22:00) | |||
| Logistic Regression - Detailed Statistics Theory | |||
| p-values: What they are and how to interpret them (11:00) | |||
| StatQuest: Logistic Regression (9:00) | |||
| Odds and Log(Odds), Clearly Explained!!! (12:00) | |||
| Logistic Regression Details Pt1: Coefficients (19:00) | |||
| Logistic Regression Details Pt 2: Maximum Likelihood (10:00) | |||
| Maximum Likelihood, clearly explained!!! (6:00) | |||
| Logistic Regression Details Pt 3: R-squared and p-value (15:00) | |||
| Probability is not Likelihood. Find out why!!! (5:00) | |||
| Regularization | |||
| Regularization Part 1: Ridge (L2) Regression (20:00) | |||
| Regularization Part 2: Lasso (L1) Regression (8:00) | |||
| Regularization Part 3: Elastic Net Regression (5:00) | |||
| Excel - Logistic Regression | |||
| Logistic Regression Using Excel Video 1 (Finding Heart Disease Probabilities) (18:00) | |||
| Logistic Regression Using Excel Video 2 - Predicting Heart Disease Probabilities (20:00) | |||
| Python - Logistic Regression | |||
| Machine Learning Tutorial with sklearn Logistic Regression (6:00) | |||
| sklearn Logistic Regression hyperparameter optimization (8:00) | |||
| Logistic Regression (Binary Classification) (19:00) | |||
| Classification Metrics | |||
| Machine Learning Fundamentals: The Confusion Matrix (7:00) | |||
| Python - Logistic Regression (From Scratch) | |||
| Logistic Regression Machine Learning Example (7:00) | |||
| Logistic Regression in Python from Scratch (12:00) | |||
| Logistic Regression Cost Function (6:00) | |||
| Gradient Descent | |||
| Logistic Regression Gradient Descent | Derivation (5:00) | |||
| Gradient Descent in 3 minutes (3:00) | |||
| The Unreasonable Effectiveness of Stochastic Gradient Descent (in 3 minutes) (4:00) | |||
| Gradient Descent, Step-by-Step (24:00) | |||
| Stochastic Gradient Descent, Clearly Explained!!! (11:00) | |||
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