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TORRENT DETAILS
Udemy - Market Basket Analysis And Linear Discriminant Analysis With R
TORRENT SUMMARY
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Master: Association rules (MBA) & it's usage, Linear Discriminant Analysis (LDA) for classification & variable selection
What you'll learn
Students will know what is association rules (Market Basket Analysis)?
How do association rules work?
How to do market basket analysis using Excel & R
What is linear discriminant analysis?
How to do linear discriminant analysis using R?
How to understand each component of the linear discriminant analysis output?
Practical usage of linear discriminant analysis
Requirements
Basic understanding of R and R studio
Basic understanding of statistics as the course will assume knowledge of linear regression, variance etc.
Basic fmiliarity with udemy platform - user should know how to download files etc
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/1 - Section Overview.mp4
2.3 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/2 - How to study this course.mp4
2.7 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/3 - Associations-Rules.pdf
1.3 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
14.5 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/5 - How does an association rule look like.mp4
14.7 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/6 - Strength of an association rule Support measure.mp4
21.6 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/7 - Strength of an association rule Confidence measure.mp4
8.5 MB
~Get Your Files Here !/1 - Part 1 Association Rules Market Basket Analysis/8 - Strength of an association rule Lift measure.mp4
18.9 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
12.1 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/11 - Demo Using R on Fruit transaction data.mp4
89.5 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/11 - MBA-08-01-Fruit-Transaction.txt
1 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
9.3 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/12 - Demo Using R on another transaction data.mp4
83 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/12 - MBA-08-02-demo-data.txt
1.4 KB
~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
8.5 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/13 - MBA-09-01-About-Assignment.pdf
148.4 KB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/13 - Try your learning assignment.mp4
3.3 MB
~Get Your Files Here !/2 - Part 1 Association rules demo & quiz/14 - Assignment solution.mp4
37.4 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
18.7 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
27.5 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
19.3 MB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/22 - Demo of using LDA for Variable Selection.mp4
96.1 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
262.8 KB
~Get Your Files Here !/3 - Part 2 Linear Discriminant Analysis LDA/22 - LDA-08-Wine-Quality-Data.xlsx
329.1 KB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/23 - Intuitive Understanding of LDA for classification.mp4
4.7 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
16.6 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
5.3 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/27 - Second complexity Linear Discriminant Function.mp4
24.3 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/28 - Third complexity Posterior Probability Bays Theorem.mp4
18.7 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
129.5 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
2.2 KB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/29 - LDA-14-Class-Demo.xlsx
31.2 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
3.8 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
64.9 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/31 - LDA vs PCA side by side.mp4
9.2 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 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
59.3 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
78.1 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/34 - Industrial usage of LDA.mp4
16.4 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
14.9 MB
~Get Your Files Here !/4 - Part 2 Second practical usage of LDA LDA for classification/36 - Closing Note.mp4
