{"id":24824751,"url":"https://github.com/vishal815/linear-algebra-and-pca-visualizations-code-and-solved-numerical-notes","last_synced_at":"2026-05-01T03:37:49.764Z","repository":{"id":191458307,"uuid":"684534764","full_name":"vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes","owner":"vishal815","description":"Explore Linear Algebra \u0026 PCA. Python PCA visualizations for dimensionality reduction. Solved 2x2 \u0026 3x3 matrix problems for practical understanding. Ideal for learners \u0026 professionals. 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Python PCA visualizations for dimensionality reduction. Solved 2x2 \u0026amp; 3x3 matrix problems for practical understanding. Ideal for learners \u0026amp; professionals. Strengthen your math skills today!\n## Code link\nhttps://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/blob/main/PCA_dimention_reduction.ipynb\n\n![pca](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/713306fa-e59c-4415-97e8-fab7f3ceefd4)\n\n![1660108512262](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/92386d0d-ae4a-4c16-9c23-6ebfa60a2569)\n\n\n![Algorithmic-steps-of-Principal-Components-Analysis-11](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/da7e4a02-c699-4faf-b736-a1519f3f5f6c)\n\n## 2x2 matrix solved example\n![photo1693304579](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/a031c4a7-f4d9-4123-aa8c-0749e5e4296a)\n\n![photo1693304579 (1)](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/685ababe-296d-4220-bc58-f2af903a82e9)\n\n## 3x3 matrix solved example\n![photo1693304579 (2)](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/cd07e964-71ac-40f5-8215-458e1dc4f220)\n![photo1693304579 (3)](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/7105cba7-4f02-49d1-9d64-ae70fe9d9063)\n![photo1693304579 (4)](https://github.com/vishal815/Linear-Algebra-and-PCA-Visualizations-code-and-Solved-Numerical-Notes/assets/83393190/eb8b920f-54ca-400f-9af4-90750e1fcf10)\n\n# Happy learing...😃\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishal815%2Flinear-algebra-and-pca-visualizations-code-and-solved-numerical-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvishal815%2Flinear-algebra-and-pca-visualizations-code-and-solved-numerical-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishal815%2Flinear-algebra-and-pca-visualizations-code-and-solved-numerical-notes/lists"}