Statistical Learning book with theoretical content
72547
Textbook on the *theory* of neural nets/ML algorithms?
10928
What is a good book for math students to learn machine learning in depth?
69831
Obtaining knowledge from a random forest
49831
Good resources (online or book) on the mathematical foundations of statistics
153725
Neural network references (textbooks, online courses) for beginners
32548
On the importance of the i.i.d. assumption in statistical learning
70425
Valid references on origins of Machine Learning, Statistical Learning and Data Mining
68769
book recommendation on functional analysis
20650
Maximum Likelihood Estimation (MLE) in layman terms
7193
Textbooks on linear regression with least squares
72950
Book recommendation for Metric Spaces
108628
A good modern introduction to the information theoretic view of entropy?
125531
A path to truly understanding probability and statistics
123307
Ideas for outputting a prediction equation for Random Forests
1464
Best suggested textbooks on Bootstrap resampling?
32234
Reference for random forests
18136
Mathematica learning resource dealing with bayesian inference