DevCourseWeb com Udemy Market Basket Analysis and Linear Discriminant Analysis With

DevCourseWeb com Udemy Market Basket Analysis and Linear Discriminant Analysis With

Name	[ DevCourseWeb.com ] Udemy - Market Basket Analysis and Linear Discriminant Analysis With R	DOWNLOAD Copy Link
Total Size	1.1 GB
Total Files	59
Last Seen	2024-10-06 23:53
Hash	25FE71B8D76EF43E9A66AAD0DF9BF047CCB277A8

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Get Bonus Downloads Here.url	0.2 KB
/.../1 - Part 1 Association Rules Market Basket Analysis/
1 - Section Overview.mp4	2.4 MB
2 - How to study this course.mp4	2.8 MB
3 - Associations-Rules.pdf	1.4 MB
3 - What is Market Basket Analysis MBA Association rules.mp4	15.9 MB
4 - Usage of Association Rules.mp4	15.2 MB
5 - How does an association rule look like.mp4	15.4 MB
6 - Strength of an association rule Support measure.mp4	22.6 MB
7 - Strength of an association rule Confidence measure.mp4	8.9 MB
8 - Strength of an association rule Lift measure.mp4	19.9 MB
9 - Basic Algorithm to derive rules.mp4	9.2 MB
/.../2 - Part 1 Association rules demo & quiz/
10 - Demo of Basic Algorithm to derive rules BFS and DFS.mp4	12.6 MB
11 - Demo Using R on Fruit transaction data.mp4	93.8 MB
11 - MBA-08-01-Fruit-Transaction.txt	1.0 KB
11 - MBA-08-01-Fruit.csv	0.2 KB
11 - MBA-08-01-Fruit.xlsx	9.5 KB
12 - Demo Using R on another transaction data.mp4	87.0 MB
12 - MBA-08-02-Demo-Transactions.csv	0.1 KB
12 - MBA-08-02-Demo-Transactions.xlsx	8.7 KB
12 - MBA-08-02-demo-data.txt	1.4 KB
13 - MBA-09-01-About-Assignment.pdf	151.9 KB
13 - Try your learning assignment.mp4	3.5 MB
14 - Assignment solution.mp4	39.2 MB
/.../3 - Part 2 Linear Discriminant Analysis LDA/
15 - Section Overview English.vtt	0.0 KB
15 - Section Overview.mp4	4.8 MB
16 - LDA-01-Linear-discriminant-analysis.pdf	1.7 MB
16 - Need of a classification model English.vtt	0.0 KB
16 - Need of a classification model.mp4	19.6 MB
17 - Purpose of Linear Discriminants.mp4	7.1 MB
18 - A case for classification.mp4	28.8 MB
19 - Formal definition of LDA English.vtt	0.0 KB
19 - Formal definition of LDA.mp4	40.0 MB
20 - Analytics techniques applicability.mp4	6.5 MB
21 - First practical use of LDA LDA for Variable Selection.mp4	20.3 MB
22 - Demo of using LDA for Variable Selection.mp4	100.8 MB
22 - LDA-08-Fishers-Ratio.txt	0.6 KB
22 - LDA-08-Wine-Quality-Data.csv	269.1 KB
22 - LDA-08-Wine-Quality-Data.xlsx	337.0 KB
/.../4 - Part 2 Second practical usage of LDA LDA for classification/
23 - Intuitive Understanding of LDA for classification.mp4	4.9 MB
24 - First complexity distance calculation Euclidean distance.mp4	45.2 MB
25 - First complexity distance calculation enhanced Mahalanobis distance 01.mp4	17.4 MB
26 - First complexity distance calculation enhanced Mahalanobis distance 02.mp4	5.5 MB
27 - Second complexity Linear Discriminant Function.mp4	25.5 MB
28 - Third complexity Posterior Probability Bays Theorem.mp4	19.7 MB
29 - Demo of LDA using R part 01.mp4	135.8 MB
29 - LDA-14-Class-Demo.csv	0.3 KB
29 - LDA-14-Class-Demo.txt	2.3 KB
29 - LDA-14-Class-Demo.xlsx	31.9 KB
30 - Demo of LDA using R part 02.mp4	4.0 MB
30 - Demo of LDA using R part 02_EV.mp4	68.1 MB
31 - LDA vs PCA side by side.mp4	9.7 MB
32 - Demo of LDA for more than two classes part 01.mp4	82.9 MB
32 - LDA-16-Extending-LDA-for-more-than-two-classes.txt	2.0 KB
32 - LDA-16-More-than-two-classes.xlsx	60.8 KB
33 - Demo of LDA for more than two classes part 02.mp4	81.9 MB
34 - Industrial usage of LDA.mp4	17.2 MB
35 - Handling Special Cases biased sample differential misclassification in LDA.mp4	15.6 MB
36 - Closing Note.mp4	14.2 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 59