TGx:Developing Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 3

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8.39 GB

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19-01-2022 05:12

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TutsNode.com.txt	63.00 B
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[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 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/10 - 2.2 Logistic Regression II.mp4	371.44 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/11 - 2.3 Discriminant Analysis I.mp4	513.04 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/12 - 2.4 Discriminant Analysis II.mp4	486.77 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/13 - 2.5 Bias and Variance of Classifiers.mp4	70.42 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/14 - 2.6 Comparing Classifiers.mp4	169.23 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/15 - Topics.mp4	17.46 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/16 - 3.1 Penalized Regression I.mp4	476.36 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/17 - 3.2 Penalized Regression II.mp4	143.72 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/18 - 3.3 Piecewise Constant Regression.mp4	212.15 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/19 - 3.4 Regression Trees.mp4	219.75 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/2 - Topics.mp4	14.17 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/20 - 3.5 Bias and Variance of Regressors.mp4	86.60 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/21 - 3.6 Comparing Regressors.mp4	182.64 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/22 - Topics.mp4	16.55 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/23 - 4.1 Overview of Feature Engineering.mp4	70.89 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/24 - 4.2 Feature Scaling.mp4	300.85 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/25 - 4.3 Discretization.mp4	231.64 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/26 - 4.4 Categorical Coding.mp4	278.65 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/27 - 4.5 Interactions.mp4	498.67 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/28 - 4.6 Target Manipulations.mp4	426.12 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/29 - Topics.mp4	16.99 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/3 - 1.1 Revisiting Classification.mp4	399.79 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/30 - 5.1 Models, Parameters, and Hyperparameters.mp4	191.33 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/31 - 5.2 Tuning Hyperparameters.mp4	510.81 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/32 - 5.3 Nested Cross-validation.mp4	342.44 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/33 - 5.4 Pipelines.mp4	190.64 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/34 - 5.5 Tuning Pipelines.mp4	136.69 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	35.26 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/4 - 1.2 Decision Trees I.mp4	500.13 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/5 - 1.3 Decision Trees II.mp4	447.58 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/6 - 1.4 Support Vector Classifiers I.mp4	239.97 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/7 - 1.5 Support Vector Classifiers II.mp4	398.28 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/8 - Topics.mp4	14.45 MB
[TutsNode.com] - Developing Classification and Regression Systems, Part 3/9 - 2.1 Logistic Regression I.mp4	257.31 MB

Description

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