Brain Box
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All Discussions
How can a time-series data be declared as stationary?
What cross-validation technique would you use on a time series dataset?
Explain the difference between L1 and L2 regularization.
What is ‘Naive’ in a Naive Bayes?
What is Bayes’ Theorem? How is it useful in a machine learning context?
Aggregating 95th Percentile Web Server Response Times
How would you evaluate an algorithm on unbalanced data?
Is 98% Accuracy Enough for a Cancer Detection Model?
What is multicollinearity and how do we deal with it?
What are some of the steps for data wrangling and data cleaning?
What are the assumptions required for linear regression?
What is principal component analysis?
When would you use random forests vs. SVM and why?
What is the difference between a type 1 and type 2 error?
What does an ROC curve show?
What are the pros and cons of the k-means algorithm?
How do you choose the k in k-means clustering?
How would you implement the k-means algorithm?
How is KNN different from k-means?
What is the bias-variance tradeoff?
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