![Data Standardization](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberData Standardization
![PCA Section Overview](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA Section Overview
![What is PCA?](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberWhat is PCA?
![PCA Drawbacks](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA Drawbacks
![PCA Algorithm Steps (Mathematics)](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA Algorithm Steps (Mathematics)
![Covariance Matrix vs SVD](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberCovariance Matrix vs SVD
![PCA - Main Applications](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA - Main Applications
![PCA - Image Compression](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA - Image Compression
![PCA Data Preprocessing](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA Data Preprocessing
![PCA - Biplot and the Screen Plot](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA - Biplot and the Screen Plot
![PCA - Feature Scaling and Screen Plot](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA - Feature Scaling and Screen Plot
![PCA - Supervised vs Unsupervised](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPCA - Supervised vs Unsupervised
![PCA - Visualization](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberPCA - Visualization
![Creating A Data Science Resume](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberCreating A Data Science Resume
![Data Science Cover Letter](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberData Science Cover Letter
![How to Contact Recruiters](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberHow to Contact Recruiters
![Getting Started with Freelancing](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberGetting Started with Freelancing
![Top Freelance Websites](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberTop Freelance Websites
![Personal Branding](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
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SeptemberPersonal Branding
![Networking Do's and Don'ts](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberNetworking Do's and Don'ts
![Importance of a Website](https://dragonzap.com/storage/uploads/612fada296c82.jpg)
01
SeptemberImportance of a Website
![Introduction](https://dragonzap.com/storage/uploads/614094389c5dc.jpg)
01
SeptemberIntroduction
![Introduction to SCADA](https://dragonzap.com/storage/uploads/614094389c5dc.jpg)
01
SeptemberIntroduction to SCADA
![Functions and Alarms](https://dragonzap.com/storage/uploads/614094389c5dc.jpg)
01
SeptemberFunctions and Alarms
![Hardware and Software Requirements](https://dragonzap.com/storage/uploads/614094389c5dc.jpg)
01
SeptemberHardware and Software Requirements
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