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Get Bonus Downloads Here.url 182 B
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/1 - Section Overview.mp4 2.27 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/2 - How to study this course.mp4 2.65 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/3 - Associations-Rules.pdf 1.31 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/3 - What is Market Basket Analysis MBA Association rules.mp4 15.2 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/4 - Usage of Association Rules.mp4 14.48 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/5 - How does an association rule look like.mp4 14.66 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/6 - Strength of an association rule Support measure.mp4 21.55 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/7 - Strength of an association rule Confidence measure.mp4 8.46 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/8 - Strength of an association rule Lift measure.mp4 18.94 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/9 - Basic Algorithm to derive rules.mp4 8.8 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/10 - Demo of Basic Algorithm to derive rules BFS and DFS.mp4 12.05 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/11 - Demo Using R on Fruit transaction data.mp4 89.48 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/11 - MBA-08-01-Fruit-Transaction.txt 1.02 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/11 - MBA-08-01-Fruit.csv 198 B
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/11 - MBA-08-01-Fruit.xlsx 9.31 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/12 - Demo Using R on another transaction data.mp4 83.01 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/12 - MBA-08-02-Demo-Transactions.csv 82 B
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/12 - MBA-08-02-Demo-Transactions.xlsx 8.46 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/12 - MBA-08-02-demo-data.txt 1.39 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/13 - MBA-09-01-About-Assignment.pdf 148.37 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/13 - Try your learning assignment.mp4 3.32 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/14 - Assignment solution.mp4 37.37 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/15 - Section Overview English.vtt 0 B
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/15 - Section Overview.mp4 4.6 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/16 - LDA-01-Linear-discriminant-analysis.pdf 1.6 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/16 - Need of a classification model English.vtt 0 B
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/16 - Need of a classification model.mp4 18.66 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/17 - Purpose of Linear Discriminants.mp4 6.8 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/18 - A case for classification.mp4 27.51 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/19 - Formal definition of LDA English.vtt 0 B
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/19 - Formal definition of LDA.mp4 38.1 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/20 - Analytics techniques applicability.mp4 6.2 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/21 - First practical use of LDA LDA for Variable Selection.mp4 19.35 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/22 - Demo of using LDA for Variable Selection.mp4 96.13 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/22 - LDA-08-Fishers-Ratio.txt 562 B
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/22 - LDA-08-Wine-Quality-Data.csv 262.82 KB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/22 - LDA-08-Wine-Quality-Data.xlsx 329.14 KB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/23 - Intuitive Understanding of LDA for classification.mp4 4.71 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/24 - First complexity distance calculation Euclidean distance.mp4 43.1 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/25 - First complexity distance calculation enhanced Mahalanobis distance 01.mp4 16.56 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/26 - First complexity distance calculation enhanced Mahalanobis distance 02.mp4 5.26 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/27 - Second complexity Linear Discriminant Function.mp4 24.33 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/28 - Third complexity Posterior Probability Bays Theorem.mp4 18.75 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/29 - Demo of LDA using R part 01.mp4 129.49 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/29 - LDA-14-Class-Demo.csv 330 B
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/29 - LDA-14-Class-Demo.txt 2.21 KB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/29 - LDA-14-Class-Demo.xlsx 31.17 KB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/30 - Demo of LDA using R part 02.mp4 3.83 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/30 - Demo of LDA using R part 02_EV.mp4 64.94 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/31 - LDA vs PCA side by side.mp4 9.21 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/32 - Demo of LDA for more than two classes part 01.mp4 79.03 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/32 - LDA-16-Extending-LDA-for-more-than-two-classes.txt 2 KB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/32 - LDA-16-More-than-two-classes.xlsx 59.34 KB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/33 - Demo of LDA for more than two classes part 02.mp4 78.11 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/34 - Industrial usage of LDA.mp4 16.45 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/35 - Handling Special Cases biased sample differential misclassification in LDA.mp4 14.89 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/36 - Closing Note.mp4 13.58 MB
~Get Your Files Here !/Bonus Resources.txt 386 B
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