Download Udemy - Principal Component Analysis (PCA) and Factor Analysis Torrent

Udemy - Principal Component Analysis (PCA) and Factor Analysis

TutsNode.com.txt

TXT

63 B

TXT

585 B

[TutsNode.com] - Principal Component Analysis (PCA) and Factor Analysis

1. Principal Component Analysis (PCA)

1. Introduction.mp4	MP4	2.02 MB
1. Introduction.srt	SRT	1.54 KB
2. How to consume the contents.mp4	MP4	2.18 MB
2. How to consume the contents.srt	SRT	1.8 KB
3. Intuitive Understanding of PCA 2D Case.mp4	MP4	13.13 MB
3. Intuitive Understanding of PCA 2D Case.srt	SRT	9.07 KB
4. Formal defintion of PCs.mp4	MP4	6.27 MB
4. Formal defintion of PCs.srt	SRT	4.58 KB
5. Properties of Principal Components - part 1.mp4	MP4	4.31 MB
5. Properties of Principal Components - part 1.srt	SRT	3.06 KB
6. Properties of Principal Components - part 2.mp4	MP4	12.49 MB
6. Properties of Principal Components - part 2.srt	SRT	8.01 KB
7. Data Treatment for conducting PCA.mp4	MP4	13.05 MB
7. Data Treatment for conducting PCA.srt	SRT	8.76 KB
8. Workshop - conduct principal component analysis using SAS.mp4	MP4	34.16 MB
8. Workshop - conduct principal component analysis using SAS.srt	SRT	17.92 KB
8.1 Data_for_PCA01.csv	CSV	806 B
8.2 PCA_SAS_code.txt	TXT	523 B
8.3 Data_for_PCA.xlsx	XLSX	13.61 KB
8.4 PCA_01-results.rtf	RTF	129.37 KB
8.5 PCA_01-results_Std.rtf	RTF	129.36 KB
9. Workshop - conduct principal component analysis using R.mp4	MP4	12.95 MB
9. Workshop - conduct principal component analysis using R.srt	SRT	7.49 KB
9.1 PCA_R_code.txt	TXT	493 B

2. Factor Analysis

1. Introduction to Factor Analysis.mp4	MP4	8.24 MB
1. Introduction to Factor Analysis.srt	SRT	6 KB
2. Workshop - conduct Factor analysis using R - part 1.mp4	MP4	13.58 MB
2. Workshop - conduct Factor analysis using R - part 1.srt	SRT	7.25 KB
2.1 dataset_EFA.csv	CSV	3.84 KB
2.2 Factor_Analysis_with_R.txt	TXT	670 B
3. Workshop - conduct Factor analysis using R - part 2.mp4	MP4	24.69 MB
3. Workshop - conduct Factor analysis using R - part 2.srt	SRT	13.14 KB
4. Workshop - conduct Factor analysis using SAS.mp4	MP4	29.41 MB
4. Workshop - conduct Factor analysis using SAS.srt	SRT	10.69 KB

3. Using Principal Component Analysis for Variable selection

1. Theory for variable selection using PCA.mp4	MP4	6.44 MB
1. Theory for variable selection using PCA.srt	SRT	4.85 KB
2. Demo for variable selection using PCA - Part 01.mp4	MP4	22.7 MB
2. Demo for variable selection using PCA - Part 01.srt	SRT	1.84 KB
2.1 Variable_selecting_using_PCA.xlsx	XLSX	28.08 KB
2.2 Data_for_Variable_selecting_using_PCA_demo.csv	CSV	7.68 KB
2.3 Variable_selecting_using_PCA_revised.xlsx	XLSX	31.01 KB
3. Demo for variable selection using PCA - Part 02.mp4	MP4	75.78 MB
3. Demo for variable selection using PCA - Part 02.srt	SRT	5.99 KB
4. FAQ (will keep growing overtime based on student's queries).html	HTML	966 B
5. Closing Note and PDF of course content.mp4	MP4	4.49 MB
5. Closing Note and PDF of course content.srt	SRT	1.93 KB
5.1 PCA_Simplified_02.pdf	PDF	1.01 MB

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Udemy - Principal Component Analysis (PCA) and Factor Analysis

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