[UDEMY] Feature Selection for Machine Learning - [FTU] TGx Exclusive


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Torrent File Content (92 files)


[FreeTutorials.Eu] [UDEMY] Feature Selection for Machine Learning - [FTU]
    01 Introduction
          001 Introduction-en.srt -
5.48 KB

          001 Introduction.mp4 -
4.62 MB

          002 Course Curriculum Overview-en.srt -
4.91 KB

          002 Course Curriculum Overview.mp4 -
4.05 MB

          003 Course requirements-en.srt -
4.43 KB

          003 Course requirements.mp4 -
6.42 MB

          004 Additional Requirements Nice to have.html -
1.51 KB

          005 How to approach this course.html -
2.38 KB

          006 Guide to setting up your computer.html -
4.11 KB

          007 Installing XGBoost in windows.html -
2.93 KB

          008 Feature-selection-presentations.zip -
5.97 MB

          008 Presentations covered in this course.html -
994 bytes

          009 Feature-selection-notebooks.zip -
915.13 KB

          009 Jupyter notebooks covered in this course.html -
994 bytes

          010 FAQ Data Science and Python programming.html -
1.81 KB

    02 Feature Selection
          011 What is feature selection-en.srt -
7.42 KB

          011 What is feature selection.mp4 -
7.82 MB

          012 Feature selection methods Overview-en.srt -
7.3 KB

          012 Feature selection methods Overview.mp4 -
15.55 MB

          013 Filter Methods-en.srt -
3.91 KB

          013 Filter Methods.mp4 -
4.87 MB

          014 Wrapper methods-en.srt -
6.3 KB

          014 Wrapper methods.mp4 -
7.3 MB

          015 Embedded Methods-en.srt -
4.93 KB

          015 Embedded Methods.mp4 -
9.53 MB

    03 Filter Methods Basics
          016 Constant quasi constant and duplicated features Intro-en.srt -
4.95 KB

          016 Constant quasi constant and duplicated features Intro.mp4 -
8.87 MB

          017 Constant features-en.srt -
12.76 KB

          017 Constant features.mp4 -
14.5 MB

          018 Quasi-constant features-en.srt -
12.49 KB

          018 Quasi-constant features.mp4 -
15.38 MB

          019 Duplicated features-en.srt -
8.64 KB

          019 Duplicated features.mp4 -
20.7 MB

          020 Basic methods review.html -
4.61 KB

    04 Filter methods Correlation
          021 Correlation Intro-en.srt -
6.63 KB

          021 Correlation Intro.mp4 -
13.96 MB

          022 Correlation-en.srt -
18.68 KB

          022 Correlation.mp4 -
24.38 MB

          023 Basic methods plus Correlation pipeline.html -
11.12 KB

    05 Filter methods Statistical measures
          024 Statistical methods Intro-en.srt -
15.46 KB

          024 Statistical methods Intro.mp4 -
16.57 MB

          025 Mutual information-en.srt -
9.97 KB

          025 Mutual information.mp4 -
14.03 MB

          026 Chi-square for categorical variables Fisher score-en.srt -
5.57 KB

          026 Chi-square for categorical variables Fisher score.mp4 -
7.27 MB

          027 Univariate approaches-en.srt -
12.21 KB

          027 Univariate approaches.mp4 -
16.43 MB

          028 Univariate ROC-AUC-en.srt -
8.78 KB

          028 Univariate ROC-AUC.mp4 -
10.87 MB

          029 Basic methods Correlation univariate ROC-AUC pipeline.html -
14.04 KB



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