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[FreeTutorials.Eu] [UDEMY] Feature Selection for Machine Learning - [FTU]
magnet:?xt=urn:btih:722b3338485097ff62f7925c2f6484415b2837c9&dn=[FreeTutorials.Eu] [UDEMY] Feature Selection for Machine Learning - [FTU]
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文件列表详情
722b3338485097ff62f7925c2f6484415b2837c9
infohash:
30
文件数量
389.37 MB
文件大小
2018-11-28 09:26
创建日期
2024-6-12 03:30
最后访问
相关分词
FreeTutorials
Eu
UDEMY
Feature
Selection
for
Machine
Learning
-
FTU
01 Introduction/001 Introduction.mp4 4.62 MB
01 Introduction/002 Course Curriculum Overview.mp4 4.05 MB
01 Introduction/003 Course requirements.mp4 6.42 MB
02 Feature Selection/011 What is feature selection.mp4 7.82 MB
02 Feature Selection/012 Feature selection methods Overview.mp4 15.55 MB
02 Feature Selection/013 Filter Methods.mp4 4.87 MB
02 Feature Selection/014 Wrapper methods.mp4 7.3 MB
02 Feature Selection/015 Embedded Methods.mp4 9.53 MB
03 Filter Methods Basics/016 Constant quasi constant and duplicated features Intro.mp4 8.87 MB
03 Filter Methods Basics/017 Constant features.mp4 14.5 MB
03 Filter Methods Basics/018 Quasi-constant features.mp4 15.38 MB
03 Filter Methods Basics/019 Duplicated features.mp4 20.7 MB
04 Filter methods Correlation/021 Correlation Intro.mp4 13.96 MB
04 Filter methods Correlation/022 Correlation.mp4 24.38 MB
05 Filter methods Statistical measures/024 Statistical methods Intro.mp4 16.57 MB
05 Filter methods Statistical measures/025 Mutual information.mp4 14.03 MB
05 Filter methods Statistical measures/026 Chi-square for categorical variables Fisher score.mp4 7.27 MB
05 Filter methods Statistical measures/027 Univariate approaches.mp4 16.43 MB
05 Filter methods Statistical measures/028 Univariate ROC-AUC.mp4 10.87 MB
06 Wrapper methods/031 Wrapper methods Intro.mp4 15.55 MB
06 Wrapper methods/032 Step forward feature selection.mp4 29.59 MB
06 Wrapper methods/033 Step backward feature selection.mp4 32.07 MB
06 Wrapper methods/034 Exhaustive search.mp4 18.68 MB
07 Embedded methods Lasso regularisation/035 Regularisation Intro.mp4 7.95 MB
07 Embedded methods Lasso regularisation/036 Lasso.mp4 13.93 MB
08 Embedded methods Linear models/038 Regression Coefficients Intro.mp4 5.48 MB
08 Embedded methods Linear models/039 Selection by Logistic Regression Coefficients.mp4 20.16 MB
08 Embedded methods Linear models/040 Coefficients change with penalty.mp4 8.49 MB
08 Embedded methods Linear models/041 Selection by Linear Regression Coefficients.mp4 5.08 MB
09 Embedded methods Trees/043 Selecting Features by Tree importance Intro.mp4 9.28 MB
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