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[FreeTutorials.Us] Udemy - Mathematical Foundation For Machine Learning and AI

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种子名称: [FreeTutorials.Us] Udemy - Mathematical Foundation For Machine Learning and AI
文件类型: 视频
文件数目: 18个文件
文件大小: 1.8 GB
收录时间: 2020-7-12 16:53
已经下载: 3
资源热度: 205
最近下载: 2024-12-21 09:54

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[FreeTutorials.Us] Udemy - Mathematical Foundation For Machine Learning and AI.torrent
  • 1. Introduction/1. Introduction.mp427.82MB
  • 2. Linear Algebra/1. Scalars, Vectors, Matrices, and Tensors.mp4215.45MB
  • 2. Linear Algebra/2. Vector and Matrix Norms.mp453.15MB
  • 2. Linear Algebra/3. Vectors, Matrices, and Tensors in Python.mp4114.03MB
  • 2. Linear Algebra/4. Special Matrices and Vectors.mp4121.07MB
  • 2. Linear Algebra/5. Eigenvalues and Eigenvectors.mp464.29MB
  • 2. Linear Algebra/6. Norms and Eigendecomposition.mp4177.86MB
  • 3. Multivariate Calculus/1. Introduction to Derivatives.mp4143.3MB
  • 3. Multivariate Calculus/2. Basics of Integration.mp453.06MB
  • 3. Multivariate Calculus/3. Gradients.mp476.84MB
  • 3. Multivariate Calculus/4. Gradient Visualization.mp4105.46MB
  • 3. Multivariate Calculus/5. Optimization.mp4233.06MB
  • 4. Probability Theory/1. Intro to Probability Theory.mp496.82MB
  • 4. Probability Theory/2. Probability Distributions.mp479.19MB
  • 4. Probability Theory/3. Expectation, Variance, and Covariance.mp455.42MB
  • 4. Probability Theory/4. Graphing Probability Distributions in R.mp490.49MB
  • 4. Probability Theory/5. Covariance Matrices in R.mp461.69MB
  • 5. Probaility Theory/1. Special Random Variables.mp471.4MB