What is the definition of machine learning (vs classical statistics), and can methods such as MCMC and bootstrapping be considered ML?
110656
The Two Cultures: statistics vs. machine learning?
132899
When no model comparison, should I use REML vs ML?
40108
standardising non normally distributed predictors for regression
124109
K-fold vs. Monte Carlo cross-validation
125697
How to determine significant principal components using bootstrapping or Monte Carlo approach?
146426
Seeking Stack Exchange site for machine learning questions?
148749
Objective function, cost function, loss function: are they the same thing?
469
What is the difference between logistic regression and neural networks?
54629
Difference Between Linear Regression in Machine Learning and Statistical Model
68107
What math subjects would you suggest to prepare for data mining and machine learning?
83511
MCMC in a frequentist setting
132071
Where to start Machine Learning?
89330
Machine Learning - Where is the difference between one-class, binary-class and multinominal-class classification?
19145
Validation of machine learning algorithms implementation
54862
Pros and cons of bootstrapping
6024
How to deal with hierarchical / nested data in machine learning
21982
How to know the internal pre-processing of automatic machine learning function `Classify`?