Learn the mathematics behind machine learning, statistics, optimization, probability, neural networks, data analysis, and modern intelligent systems.
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33 lessons • Lifetime Access • Secure premium player
Learn the mathematics behind machine learning, statistics, optimization, probability, neural networks, data analysis, and modern intelligent systems.
Presentation lesson: Bayes Theorem Tutorial
Presentation lesson: Chain Rule In Neural Networks
Presentation lesson: Convex Optimization Tutorial
Presentation lesson: Descriptive Statistics Tutorial
Presentation lesson: Determinants Tutorial Corrected
Presentation lesson: Determinants Tutorial With Brackets Corrected
Presentation lesson: Determinants Tutorial With Solutions
Presentation lesson: Eigenvalues And Eigenvectors Tutorial
Presentation lesson: Expect Variance Covariance Tutorial
Presentation lesson: Expectation Variance Covariance Tutorial
Presentation lesson: Hypothesis Testing And Confidence Intervals Tutorial
Presentation lesson: Inferential Statistics Tutorial With Math
Presentation lesson: Integer Programming Tutorial
Presentation lesson: Linear Algebra Tutorial Unicode
Presentation lesson: Linear Algebra Tutorial Practice Solutions
Presentation lesson: Linear Programming Tutorial
Presentation lesson: Markov Chains Tutorial With Notes
Presentation lesson: Mathematics For AI
Presentation lesson: Mathematics For Computers
Presentation lesson: Matrix Operations Tutorial Enhanced
Presentation lesson: Maximum Likelihood Estimation Tutorial
Presentation lesson: Monte Carlo Methods Tutorial
Presentation lesson: Monte Carlo Methods Tutorial With Voice Over
Presentation lesson: Neural Networks Tutorial
Presentation lesson: Nonlinear Programming Tutorial
Presentation lesson: Optimization Tutorial
Presentation lesson: Probability And Statistics Tutorial
Presentation lesson: Probability Distributions And Statistical Inference Tutorial
Presentation lesson: Random Variables And Distributions Tutorial
Presentation lesson: Regression Analysis Tutorial
Presentation lesson: Stochastic Processes Tutorial
Presentation lesson: Updated Monte Carlo Methods Tutorial
Presentation lesson: Vectors And Matrices Tutorial
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