UniGeniusExam SRM

The Exam SRM course

1
Start here
35 questions in 3.5 hours
Free: A tour of Exam SRM
2
Basics of Statistical Learning
5 to 10% of the exam
Free: Test error, bias and variance, and cross-validation 30 questions · Free
3
Linear Models
40 to 50% of the exam
Least squares and reading R output Tests, intervals and diagnostics Generalized linear models Choosing a model: AIC, BIC, ridge, lasso and KNN 143 questions
4
Time Series Models
10 to 15% of the exam
Free: Time series: random walks, AR(1) and smoothing 37 questions
5
Decision Trees
20 to 25% of the exam
Decision trees: splitting, predicting and pruning Bagging, random forests and boosting 60 questions
6
Unsupervised Learning Techniques
10 to 15% of the exam
Principal components K-means and hierarchical clustering 40 questions