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🔢 Mathematical Foundations

Linear algebra, calculus, probability, statistics and optimisation — the maths behind ML

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Dear Data Analysts
Mathematical Foundations
Dear Data Analysts
Coursera Intermediate 1mo ago
Find the Best Resume Format for Your Career
Mathematical Foundations
Find the Best Resume Format for Your Career
Coursera Beginner 3mo ago
Statistics Starter Pack
Mathematical Foundations
Statistics Starter Pack
Coursera Beginner 3mo ago
SVM Machine Learning | MNIST Dataset Classification Tutorial
Mathematical Foundations
SVM Machine Learning | MNIST Dataset Classification Tutorial
Coursera Beginner 9mo ago
How to Evaluate Classification Models | Confusion Matrix & AUC Analysis
Mathematical Foundations
How to Evaluate Classification Models | Confusion Matrix & AUC Analysis
Coursera Beginner 9mo ago
Linear Regression Model Evaluation | RMSE, R-Squared & Residual Analysis
Mathematical Foundations
Linear Regression Model Evaluation | RMSE, R-Squared & Residual Analysis
Coursera Advanced 9mo ago
California Housing Dataset | Complete Linear Regression Walkthrough
Mathematical Foundations
California Housing Dataset | Complete Linear Regression Walkthrough
Coursera Beginner 9mo ago
Machine Learning Classification | Python Diabetes Prediction Model
Mathematical Foundations
Machine Learning Classification | Python Diabetes Prediction Model
Coursera Beginner 9mo ago
Navigating the Data Science Job Market with the University of Leeds
Mathematical Foundations
Navigating the Data Science Job Market with the University of Leeds
Coursera Advanced 1y ago
Covariance - Financial Markets by Yale University #8
Mathematical Foundations
Covariance - Financial Markets by Yale University #8
Coursera Beginner 7y ago
Initiation a la theorie des distributions with Francois Golse and Yvan Martel
Mathematical Foundations
Initiation a la theorie des distributions with Francois Golse and Yvan Martel
Coursera Beginner 12y ago
Statistics: Making Sense of Data with Alison Gibbs and Jeffrey Rosenthal
Mathematical Foundations
Statistics: Making Sense of Data with Alison Gibbs and Jeffrey Rosenthal
Coursera Beginner 13y ago
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Optimize PyTorch: Build and Accelerate Layers
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Self-paced
Optimize PyTorch: Build and Accelerate Layers
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Trees, SVM and Unsupervised Learning
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Self-paced
Trees, SVM and Unsupervised Learning
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Introduction to Financial Engineering and Risk Management
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Self-paced
Introduction to Financial Engineering and Risk Management
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Reinforcement Learning for Trading Strategies
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Self-paced
Reinforcement Learning for Trading Strategies
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Differential Equations Part I Basic Theory
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Self-paced
Differential Equations Part I Basic Theory
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Unsafe Code in .NET: Memory Management and Optimization
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Self-paced
Unsafe Code in .NET: Memory Management and Optimization
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