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[FreeTutorials.Us] Udemy - Mathematical Foundation For Machine Learning and AI
大小 1.8 GB
文件数 31
Info Hash: 751867C0051B19B13368A053414F2C7C6D646371
收录时间 2025-12-15 14:03:40
更新时间 2025-12-20 11:46:05
文件列表 (31)
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1. Introduction/1. Introduction.mp4
27.82 MB
2. Linear Algebra/1. Scalars, Vectors, Matrices, and Tensors.mp4
215.45 MB
2. Linear Algebra/2. Vector and Matrix Norms.mp4
53.15 MB
2. Linear Algebra/3. Vectors, Matrices, and Tensors in Python.mp4
114.03 MB
2. Linear Algebra/3.1 Project 1 - Vectors, Matrices, and Tensors in Python.zip.zip
176.59 KB
2. Linear Algebra/4. Special Matrices and Vectors.mp4
121.07 MB
2. Linear Algebra/5. Eigenvalues and Eigenvectors.mp4
64.29 MB
2. Linear Algebra/6. Norms and Eigendecomposition.mp4
177.86 MB
2. Linear Algebra/6.1 Project 2 - Norms and Eigendecomposition.zip.zip
232.01 KB
3. Multivariate Calculus/1. Introduction to Derivatives.mp4
143.3 MB
3. Multivariate Calculus/2. Basics of Integration.mp4
53.06 MB
3. Multivariate Calculus/3. Gradients.mp4
76.84 MB
3. Multivariate Calculus/4. Gradient Visualization.mp4
105.46 MB
3. Multivariate Calculus/4.1 Project 1 - Gradient Visualization.zip.zip
513 KB
3. Multivariate Calculus/5. Optimization.mp4
233.06 MB
4. Probability Theory/1. Intro to Probability Theory.mp4
96.82 MB
4. Probability Theory/2. Probability Distributions.mp4
79.19 MB
4. Probability Theory/3. Expectation, Variance, and Covariance.mp4
55.42 MB
4. Probability Theory/4. Graphing Probability Distributions in R.mp4
90.49 MB
4. Probability Theory/4.1 Graphing Probability Distributions in R.zip.zip
1.06 KB
4. Probability Theory/5. Covariance Matrices in R.mp4
61.69 MB
4. Probability Theory/5.1 Covariance Matrices in R.zip.zip
787 B
5. Probaility Theory/1. Special Random Variables.mp4
71.4 MB
5. Probaility Theory/1.1 Special Random Variables.zip.zip
133.48 KB
5. Probaility Theory/2. Bonus Lecture More Interesting Stuff, Offers and Discounts.html
1.73 KB
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