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

File Name

Size

Get Bonus Downloads Here.url

180 B

~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 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

160 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 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

139 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 MB

~Get Your Files Here !/2 - What It Means For a Machine to Learn/7 - How To Train Test Split.html

13 kB

~Get Your Files Here !/3 - Linear Regression Learning From Error/1 - Foundations of Supervised Learning.html

25 kB

~Get Your Files Here !/3 - Linear Regression Learning From Error/10 - How to Linear Regression and Evaluation.html

13 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 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

203 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 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

231 MB

~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/12 - LogisticRegressionExemplar.ipynb.bin

26 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

76 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

172 MB

~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/15 - How to Logistic Regression and Evaluation.html

13 kB

~Get Your Files Here !/4 - Logistic Regression Probabilities and Decisions/2 - Classification and Decision-Making.html

25 kB

~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/16 - k-Nearest Neighbors Distance-Based Learning (Description).html

2.0 kB

~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/16 - k-Nearest Neighbors Distance-Based Learning.mp4

255 MB

~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/16 - kNearestNeighborsExemplar.ipynb.bin

15 kB

~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/17 - How to Choose k.html

11 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

142 MB

~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/19 - How to KNN and Feature Scaling.html

13 kB

~Get Your Files Here !/5 - k-Nearest Neighbors Learning By Similarity/3 - Similarity-Based Learning.html

26 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 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 MB

~Get Your Files Here !/6 - Decision Trees Learning Rules/22 - How to Decision Trees.html

14 kB

~Get Your Files Here !/6 - Decision Trees Learning Rules/23 - Cross-Validation Testing Model Stability (Description).html

2.0 kB

~Get Your Files Here !/6 - Decision Trees Learning Rules/23 - Cross-Validation Testing Model Stability.mp4

130 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 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 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

14 kB

~Get Your Files Here !/7 - Random Forests Learning With Many Models/27 - Bias Vs. Variance (Description).html

2.0 kB

~Get Your Files Here !/7 - Random Forests Learning With Many Models/27 - Bias Vs. Variance.mp4

190 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 MB

~Get Your Files Here !/8 - Course Conclusion/6 - Final Assessment.html

47 kB

~Get Your Files Here !/Bonus Resources.txt

70 B