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Developing Classification And Regression Systems, Part 3
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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
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TutsNode.com.txt
63 B
[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
110 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/10 - 2.2 Logistic Regression II.mp4
371.4 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/11 - 2.3 Discriminant Analysis I.mp4
513 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/12 - 2.4 Discriminant Analysis II.mp4
486.8 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/13 - 2.5 Bias and Variance of Classifiers.mp4
70.4 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/14 - 2.6 Comparing Classifiers.mp4
169.2 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/15 - Topics.mp4
17.5 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/16 - 3.1 Penalized Regression I.mp4
476.4 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/17 - 3.2 Penalized Regression II.mp4
143.7 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/18 - 3.3 Piecewise Constant Regression.mp4
212.2 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/19 - 3.4 Regression Trees.mp4
219.7 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/2 - Topics.mp4
14.2 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/20 - 3.5 Bias and Variance of Regressors.mp4
86.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/21 - 3.6 Comparing Regressors.mp4
182.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/22 - Topics.mp4
16.5 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/23 - 4.1 Overview of Feature Engineering.mp4
70.9 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/24 - 4.2 Feature Scaling.mp4
300.9 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/25 - 4.3 Discretization.mp4
231.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/26 - 4.4 Categorical Coding.mp4
278.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/27 - 4.5 Interactions.mp4
498.7 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/28 - 4.6 Target Manipulations.mp4
426.1 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/29 - Topics.mp4
17 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/3 - 1.1 Revisiting Classification.mp4
399.8 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/30 - 5.1 Models, Parameters, and Hyperparameters.mp4
191.3 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/31 - 5.2 Tuning Hyperparameters.mp4
510.8 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/32 - 5.3 Nested Cross-validation.mp4
342.4 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/33 - 5.4 Pipelines.mp4
190.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/34 - 5.5 Tuning Pipelines.mp4
136.7 MB
[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
35.3 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/4 - 1.2 Decision Trees I.mp4
500.1 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/5 - 1.3 Decision Trees II.mp4
447.6 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/6 - 1.4 Support Vector Classifiers I.mp4
240 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/7 - 1.5 Support Vector Classifiers II.mp4
398.3 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/8 - Topics.mp4
14.5 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/9 - 2.1 Logistic Regression I.mp4
