FreeTutorials Us Udemy Mathematical Foundation For Machine Learning and AI

FreeTutorials Us Udemy Mathematical Foundation For Machine Learning and AI

Name	[FreeTutorials.Us] Udemy - Mathematical Foundation For Machine Learning and AI	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.9 GB
Total Files	31
Last Seen	2025-07-18 23:36
Hash	751867C0051B19B13368A053414F2C7C6D646371

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/1. Introduction/
1. Introduction.mp4	29.2 MB
/2. Linear Algebra/
1. Scalars, Vectors, Matrices, and Tensors.mp4	225.9 MB
2. Vector and Matrix Norms.mp4	55.7 MB
3. Vectors, Matrices, and Tensors in Python.mp4	119.6 MB
3.1 Project 1 - Vectors, Matrices, and Tensors in Python.zip.zip	180.8 KB
4. Special Matrices and Vectors.mp4	126.9 MB
5. Eigenvalues and Eigenvectors.mp4	67.4 MB
6. Norms and Eigendecomposition.mp4	186.5 MB
6.1 Project 2 - Norms and Eigendecomposition.zip.zip	237.6 KB
/3. Multivariate Calculus/
1. Introduction to Derivatives.mp4	150.3 MB
2. Basics of Integration.mp4	55.6 MB
3. Gradients.mp4	80.6 MB
4. Gradient Visualization.mp4	110.6 MB
4.1 Project 1 - Gradient Visualization.zip.zip	525.3 KB
5. Optimization.mp4	244.4 MB
/4. Probability Theory/
1. Intro to Probability Theory.mp4	101.5 MB
2. Probability Distributions.mp4	83.0 MB
3. Expectation, Variance, and Covariance.mp4	58.1 MB
4. Graphing Probability Distributions in R.mp4	94.9 MB
4.1 Graphing Probability Distributions in R.zip.zip	1.1 KB
5. Covariance Matrices in R.mp4	64.7 MB
5.1 Covariance Matrices in R.zip.zip	0.8 KB
/5. Probaility Theory/
1. Special Random Variables.mp4	74.9 MB
1.1 Special Random Variables.zip.zip	136.7 KB
2. Bonus Lecture More Interesting Stuff, Offers and Discounts.html	1.8 KB
Total files 31