[ WebToolTip.com ] Udemy - Supervised Machine Learning Explained - The Top 5 Models

• [ WebToolTip.com ] Udemy - Supervised Machine Learning Explained - The Top 5 Models
• ~Get Your Files Here !/1 - Course Introduction/1 - Welcome! (Description).html 1.6 KB
• ~Get Your Files Here !/1 - Course Introduction/1 - Welcome!.mp4 123.2 MB
• ~Get Your Files Here !/1 - Course Introduction/2 - Setup & Resources (Description).html 1.4 KB
• ~Get Your Files Here !/1 - Course Introduction/2 - Setup & Resources.mp4 159.8 MB
• ~Get Your Files Here !/1 - Course Introduction/3 - Exploring Downloadable Notebooks.html 8.6 KB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/4 - What Learning Means in Machine Learning (Description).html 2.6 KB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/4 - What Learning Means in Machine Learning.mp4 177.1 MB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/5 - Datasets Features, Targets, and Rows (Description).html 2.7 KB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/5 - Datasets Features, Targets, and Rows.mp4 138.7 MB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/5 - episode_1_2_used_car_dataset.xlsx 5.5 KB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/6 - Train vs. Test Why We Split Data (Description).html 2.4 KB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/6 - Train vs. Test Why We Split Data.mp4 140.2 MB
• ~Get Your Files Here !/2 - What It Means For a Machine to Learn/7 - How To Train Test Split.html 12.9 KB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/1 - Foundations of Supervised Learning.html 24.7 KB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/10 - How to Linear Regression and Evaluation.html 12.9 KB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/11 - Overfitting and Underfitting (Description).html 2.3 KB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/11 - Overfitting and Underfitting.mp4 290.5 MB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/8 - Linear Regression Predicting Numbers (Description).html 2.3 KB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/8 - Linear Regression Predicting Numbers.mp4 202.8 MB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/8 - LinearRegressionExemplar.ipynb.bin 5.4 KB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/9 - Loss Functions Measuring Error (Description).html 2.4 KB
• ~Get Your Files Here !/3 - Linear Regression Learning From Error/9 - Loss Functions Measuring Error.mp4 254.2 MB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/12 - Logistic Regression Predicting Classes (Description).html 2.2 KB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/12 - Logistic Regression Predicting Classes.mp4 230.6 MB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/12 - LogisticRegressionExemplar.ipynb.bin 26.4 KB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/13 - Probabilities and Decision Thresholds (Description).html 2.1 KB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/13 - Probabilities and Decision Thresholds.mp4 75.5 MB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/14 - Confusion Matrices and Classification Metrics (Description).html 2.3 KB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/14 - Confusion Matrices and Classification Metrics.mp4 171.8 MB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/15 - How to Logistic Regression and Evaluation.html 13.4 KB
• ~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/2 - Classification and Decision-Making.html 24.7 KB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/16 - k-Nearest Neighbors Distance-Based Learning (Description).html 2 KB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/16 - k-Nearest Neighbors Distance-Based Learning.mp4 255.2 MB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/16 - kNearestNeighborsExemplar.ipynb.bin 14.8 KB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/17 - How to Choose k.html 10.6 KB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/18 - Feature Scaling and Why It Matters (Description).html 2.1 KB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/18 - Feature Scaling and Why It Matters.mp4 141.7 MB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/19 - How to KNN and Feature Scaling.html 13.2 KB
• ~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/3 - Similarity-Based Learning.html 25.9 KB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/20 - Decision Trees Learning Rules (Description).html 1.8 KB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/20 - Decision Trees Learning Rules.mp4 215.4 MB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/20 - DecisionTreeExemplar.ipynb.bin 9.9 KB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/21 - Tree Depth and Model Complexity (Description).html 1.6 KB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/21 - Tree Depth and Model Complexity.mp4 178.4 MB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/22 - How to Decision Trees.html 13.5 KB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/23 - Cross-Validation Testing Model Stability (Description).html 2 KB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/23 - Cross-Validation Testing Model Stability.mp4 129.8 MB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/24 - How to Cross-Validation.html 9.1 KB
• ~Get Your Files Here !/6 - Decision Trees Learning Rules/4 - Decision Trees and Model Complexity.html 26.3 KB
• ~Get Your Files Here !/7 - Random Forests Learning With Many Models/25 - Random Forests Learning With Many Models (Description).html 1.9 KB
• ~Get Your Files Here !/7 - Random Forests Learning With Many Models/25 - Random Forests Learning With Many Models.mp4 272.4 MB
• ~Get Your Files Here !/7 - Random Forests Learning With Many Models/25 - RandomForestExemplar.ipynb.bin 9.9 KB
• ~Get Your Files Here !/7 - Random Forests Learning With Many Models/26 - How to Random Forests.html 13.6 KB
• ~Get Your Files Here !/7 - Random Forests Learning With Many Models/27 - Bias Vs. Variance (Description).html 2 KB
• ~Get Your Files Here !/7 - Random Forests Learning With Many Models/27 - Bias Vs. Variance.mp4 190.5 MB
• ~Get Your Files Here !/7 - Random Forests Learning With Many Models/5 - Bias, Variance, and Ensembles.html 26 KB
• ~Get Your Files Here !/8 - Course Conclusion/28 - Congratulations! And Next Steps.mp4 148.2 MB
• ~Get Your Files Here !/8 - Course Conclusion/6 - Final Assessment.html 47.1 KB
• ~Get Your Files Here !/Bonus Resources.txt 70 B

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