
01
SeptemberData Standardization

01
SeptemberPCA Section Overview

01
SeptemberWhat is PCA?

01
SeptemberPCA Drawbacks

01
SeptemberPCA Algorithm Steps (Mathematics)

01
SeptemberCovariance Matrix vs SVD

01
SeptemberPCA - Main Applications

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SeptemberPCA - Image Compression

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SeptemberPCA Data Preprocessing

01
SeptemberPCA - Biplot and the Screen Plot

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SeptemberPCA - Feature Scaling and Screen Plot

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SeptemberPCA - Supervised vs Unsupervised

01
SeptemberPCA - Visualization

01
SeptemberCreating A Data Science Resume

01
SeptemberData Science Cover Letter

01
SeptemberHow to Contact Recruiters

01
SeptemberGetting Started with Freelancing

01
SeptemberTop Freelance Websites

01
SeptemberPersonal Branding

01
SeptemberNetworking Do's and Don'ts

01
SeptemberImportance of a Website

01
SeptemberIntroduction

01
SeptemberIntroduction to SCADA

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SeptemberFunctions and Alarms

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SeptemberHardware and Software Requirements
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