Udemy - Master Principal Component Analysis (Pca) With Python

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.2 GB
  • Uploaded Byfreecoursewb
  • Downloads31
  • Last checkedJul. 03rd '26
  • Date uploadedJul. 02nd '26
  • Seeders 3
  • Leechers5

Infohash : 64E5CDA3071A613FDD3FA5EEA6A12B65710BF6A2

Master Principal Component Analysis (Pca) With Python

https://WebToolTip.com

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.15 GB | Duration: 1h 45m

Learn correlation and PCA from theory to Python with real satellite image data and practical examples

What you'll learn
Understand correlation analysis and how relationships between features are measured using statistical methods.
Identify multicollinearity and redundancy in datasets and understand why they affect machine learning models.
Master Principal Component Analysis (PCA) from mathematical theory to practical intuition and geometric interpretation.
Implement PCA in Python using real-world data, including satellite image datasets, for dimensionality reduction and visualization.

Requirements
There are no special prerequisites for this course. A basic to intermediate understanding of Python is sufficient to follow along and grasp the concepts. The course follows a traditional classroom-style approach, where we first build a strong theoretical foundation before moving into hands-on coding sessions. This structured learning path ensures that the material is clear, accessible, and easy to understand for learners at different levels.

Files:

[ WebToolTip.com ] Udemy - Master Principal Component Analysis (Pca) With Python
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here !
    • 1 - Identifying Correlations.mp4 (312.7 MB)
    • 2 - Feature Combination The Foundation Of Pca.mp4 (20.6 MB)
    • 3 - Principal Component Analysis Pca Part1 What Is Pca Mathematically.mp4 (147.0 MB)
    • 4 - Lecture-24-Example-Codes.py (3.9 KB)
    • 4 - Principal Component Analysis Pca Part2 Python Coding Example1.mp4 (281.1 MB)
    • 5 - Lecture-25-Example-Codes.py (4.9 KB)
    • 5 - Principal Component Analysis Pca Part3 Python Coding Example2.mp4 (418.0 MB)
    • Bonus Resources.txt (0.1 KB)

Code:

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