Developing Classification and Regression Systems, Part 3
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Description Developing Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 3 Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Dr. Mark Fenner, owner of Fenner Training and Consulting, LLC, has taught computing and mathematics to diverse adult audiences since 1999, and holds a PhD in computer science. His research has included design, implementation, and performance of machine learning and numerical algorithms; developing learning systems to detect user anomalies; and probabilistic modeling of protein function. Released 1/2022
| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/11 - 2.3 Discriminant Analysis I.mp4 | 513.04 MiB |
| TutsNode.com.txt | 63 B |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/31 - 5.2 Tuning Hyperparameters.mp4 | 510.81 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/4 - 1.2 Decision Trees I.mp4 | 500.13 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/27 - 4.5 Interactions.mp4 | 498.67 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/12 - 2.4 Discriminant Analysis II.mp4 | 486.77 MiB |
| .pad/4 | 238.51 KiB |
| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/16 - 3.1 Penalized Regression I.mp4 | 476.36 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/5 - 1.3 Decision Trees II.mp4 | 447.58 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/28 - 4.6 Target Manipulations.mp4 | 426.12 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/3 - 1.1 Revisiting Classification.mp4 | 399.79 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/7 - 1.5 Support Vector Classifiers II.mp4 | 398.28 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/10 - 2.2 Logistic Regression II.mp4 | 371.44 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/32 - 5.3 Nested Cross-validation.mp4 | 342.44 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/24 - 4.2 Feature Scaling.mp4 | 300.85 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/26 - 4.4 Categorical Coding.mp4 | 278.65 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/9 - 2.1 Logistic Regression I.mp4 | 257.31 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/6 - 1.4 Support Vector Classifiers I.mp4 | 239.97 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/25 - 4.3 Discretization.mp4 | 231.64 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/19 - 3.4 Regression Trees.mp4 | 219.75 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/18 - 3.3 Piecewise Constant Regression.mp4 | 212.15 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/30 - 5.1 Models, Parameters, and Hyperparameters.mp4 | 191.33 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/33 - 5.4 Pipelines.mp4 | 190.64 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/21 - 3.6 Comparing Regressors.mp4 | 182.64 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/14 - 2.6 Comparing Classifiers.mp4 | 169.23 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/17 - 3.2 Penalized Regression II.mp4 | 143.72 MiB |
| .pad/23 | 283.38 KiB |
| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/34 - 5.5 Tuning Pipelines.mp4 | 136.69 MiB |
| .pad/24 | 317.02 KiB |
| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/1 - Developing Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 3 LiveLessons - Introduction.mp4 | 109.98 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/20 - 3.5 Bias and Variance of Regressors.mp4 | 86.6 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/23 - 4.1 Overview of Feature Engineering.mp4 | 70.89 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/13 - 2.5 Bias and Variance of Classifiers.mp4 | 70.42 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/35 - Developing Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 3 LiveLessons - Summary.mp4 | 35.26 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/15 - Topics.mp4 | 17.46 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/29 - Topics.mp4 | 16.99 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/22 - Topics.mp4 | 16.55 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/8 - Topics.mp4 | 14.45 MiB |
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| [TutsNode.com] - Developing Classification and Regression Systems, Part 3/2 - Topics.mp4 | 14.17 MiB |
