My Datascience Journey

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- linear_algebra/07_svd.qmd
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Linear Algebra Resources

Linear Algebra Resources

Videos

Khan Academy Videos
Coursera Linear Algebra course - Free Audit

Jupyter Book

Computational statistics in Python

Blogs

Understanding Dot Product
Mathematical foundations of Probability
statistical foundation of ML
Mathematics of optimization
How t-SNE works
Roadmap of Mathematics for ML
Why is linear algebra essential in ML
understanding PCA
Everything about Matrix Factorizations
Google Tutorial on Matrix Factorization
Matrix Decomposition

email: tulasiram.gunipati@gmail.com