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Feature Engineering and Dimensionality Reduction with Python

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File list
  • Feature Engineering and Dimensionality Reduction with Python
  • .pad/0 370 B
  • .pad/1 777.8 KB
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  • .pad/11 28 KB
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  • .pad/7 80 KB
  • .pad/8 376.7 KB
  • .pad/9 282 KB
  • TutsNode.com.txt 63 B
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/01 Introduction/001 Introduction To Instructor.en.srt 15 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/01 Introduction/002 Focus of the Course.en.srt 12.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/01 Introduction/003 Request for Your Honest Review.en.srt 2.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/01 Introduction/004 Link to Github to get the Python Notebooks.html 2.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/005 Introduction to Feature in Data Science.en.srt 7.2 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/006 Marking Facial Features.en.srt 6.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/007 Feature Space.en.srt 12.2 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/008 Features Dimensions.en.srt 8.7 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/009 Features Dimensions Activity.en.srt 3.6 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/010 Why Dimensionality Reduction.en.srt 19.9 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/010 Why Dimensionality Reduction.mp4 114.1 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/011 Activity-Dimensionality Reduction.en.srt 1.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/02 Features in Data Science/012 Feature Dimensionality Reduction Methods.en.srt 12.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/013 Why Feature Selection.en.srt 10.2 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/014 Feature Selection Methods.en.srt 3.6 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/015 Filter Methods.en.srt 6.7 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/016 Wrapper Methods.en.srt 12.7 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/017 Embedded Methods.en.srt 12.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/018 Search Strategy.en.srt 19.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/019 Search Strategy Activity.en.srt 2.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/020 Statistical Based Methods.en.srt 25.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/020 Statistical Based Methods.mp4 104.4 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/021 Information Theoratic Methods.en.srt 13.4 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/022 Similarity Based Methods Introduction.en.srt 11.4 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/023 Similarity Based Methods Criteria.en.srt 14.2 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/023 Similarity Based Methods Criteria.mp4 71 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/024 Activity- Feature Selection in Python.en.srt 72.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/024 Activity- Feature Selection in Python.mp4 260.3 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/03 Feature Selection/025 Activity- Feature Selection.en.srt 1.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/026 Introduction to Mathematical Foundation of Feature Selection.en.srt 4.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/027 Closure Of A Set.en.srt 14.9 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/028 Linear Combinations.en.srt 14.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/029 Linear Independence.en.srt 7.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/030 Vector Space.en.srt 15.7 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/030 Vector Space.mp4 68.5 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/031 Basis and Dimensions.en.srt 13.2 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/032 Coordinates vs Dimensions.en.srt 18.9 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/032 Coordinates vs Dimensions.mp4 89.6 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/033 SubSpace.en.srt 16 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/033 SubSpace.mp4 72.4 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/034 Orthonormal Basis.en.srt 9.4 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/035 Matrix Product.en.srt 14.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/036 Least Squares.en.srt 8.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/037 Rank.en.srt 9.4 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/038 Eigen Space.en.srt 11.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/039 Positive Semi Definite Matrix.en.srt 12.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/040 Singular Value Decomposition SVD.en.srt 14.7 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/041 Lagrange Multipliers.en.srt 7.6 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/042 Vector Derivatives.en.srt 7.4 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/043 Linear Algebra Module Python.en.srt 19.9 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/04 Mathematical Foundation/044 Activity-Linear Algebra Module Python.en.srt 3.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/045 Feature Extraction Introduction.en.srt 7.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/046 PCA Introduction.en.srt 7.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/047 PCA Criteria.en.srt 12 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/047 PCA Criteria.mp4 70.2 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/048 PCA Properties.en.srt 8.6 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/049 PCA Max Variance Formulation.en.srt 15.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/050 PCA Derivation.en.srt 16.6 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/051 PCA Implementation.en.srt 37.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/051 PCA Implementation.mp4 146.1 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/052 PCA For Small Sample Size Problems(DualPCA).en.srt 12.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/053 PCA vs SVD.en.srt 13 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/054 Kernel PCA.en.srt 12.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/055 Kernel PCA vs ISOMAP.en.srt 17.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/055 Kernel PCA vs ISOMAP.mp4 123 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/056 Kernel PCA vs The Rest.en.srt 21.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/056 Kernel PCA vs The Rest.mp4 119.2 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/057 Encoder Decoder Networks For Dimensionality Reduction vs kernel PCA.en.srt 20 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/057 Encoder Decoder Networks For Dimensionality Reduction vs kernel PCA.mp4 72.7 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/058 Supervised PCA and Fishers Linear Discriminant Analysis.en.srt 19 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/058 Supervised PCA and Fishers Linear Discriminant Analysis.mp4 96.9 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/059 Supervised PCA and Fishers Linear Discriminant Analysis Activity.en.srt 2.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/060 Dimensionality Reduction Pipelines Python Project.en.srt 39.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/05 Feature Extraction/060 Dimensionality Reduction Pipelines Python Project.mp4 147.1 MB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/061 Categorical Features.en.srt 8.2 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/062 Categorical Features Python.en.srt 8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/063 Text Features.en.srt 11.5 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/064 Image Features.en.srt 12.1 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/065 Derived Features.en.srt 11.3 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/066 Derived Features Histogram Of Gradients Local Binary Patterns.en.srt 10 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/067 Feature Scaling.en.srt 7.7 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/068 Activity-Feature Scaling.en.srt 2.8 KB
  • [TutsNode.com] - Feature Engineering and Dimensionality Reduction with Python/06 Feature Engineering/069 THANK YOU Bonus Video.en.srt 2.6 KB

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