Educational resources for self-learners
Cross Validated
Q&A for people interested in statistics, machine learning, data analysis, data mining, and data visualization.
Ryan's Math & ML Explanations
Ryan's channel provides clear and concise explanations of mathematical concepts, especially focusing on optimization algorithms like Gradient Descent, relevant for programming, machine learning, and data science.
Den of Learning
Den of Learning creates educational videos on numerical methods, data science, and engineering, often with Python coding examples.
SDS 723: Mathematical Optimization, with Jerry Yurchisin
Mathematical optimization should be known to every data scientist: Jon Krohn speaks to Jerry Yurchisin, Data Science Strategist at Gurobi, the decision-making technology and best-kept secret of 80% of America’s leading enterprises.
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