Name the methods for General component analysis and explain them?
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What is meant by binomial distribution?
Write the formula to calculate r-square?
Explain Examples of Data Science?
What makes the difference between “long” and “wide” format data?
What is machine learning? What is the difference between supervised and unsupervised methods?
What do you understand by the selection bias? What are its various types?
How do you work towards a random forest?
A test has a true positive rate of 100% and false positive rate of 5%. There is a population with a 1/1000 rate of having the condition the test identifies. Considering a positive test, what is the probability of having that condition?
How would you add value to the company through your projects?
What is the k-means clustering method?
Which language is best for data science?
How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?