Which of these is SGD, Batch Gradient Descent, and Mini-Batch? What do they have in common? Are they all equal? What are their respective advantages and disadvantages? Given these advantages and disadvantages, which might we prefer?
Tag Archives: gradient
Submit the algorithm in pseudocode (or any computer language) to minimize f(x) by finding vector x using gradient-based optimization
Optimization Submit the algorithm in pseudocode (or any computer language) to minimize f(x) by finding vector x using gradient-based optimization: f(x) = 0.5 ||A x − b||^2, where A, x, and b are some vectors.
Describe what makes gradient-based optimization problematic
Data Engineering Question In few sentences, explain what gradient-based optimization is about. Describe what makes gradient-based optimization problematic
Explain what the social determinants of health characteristics are in the context of poverty and the social gradient.
Week 2 Social Determinants Explain what the social determinants of health characteristics are in the context of poverty and the social gradient. Describe using an example at-risk population and data source (ie. Census.gov)
