Can you enumerate the various differences between supervised and unsupervised learning?
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How will you define the number of clusters in a clustering algorithm?
What is the central limit theorem and why is it important?
How make you 3d plots/visualizations using numpy/scipy?
How will you overcome overfitting in predictive models?
You can roll a dice three times. You will be given $X where X is the highest roll you get. You can choose to stop rolling at any time (example, if you roll a 6 on the first roll, you can stop). What is your expected pay-out?
What is reinforcement learning?
Explain cluster sampling technique in data science
What does Machine Learning mean for the Future of Data Science?
How long does it take to become a data scientist?
A test has a true positive rate of 100% and a 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?
What do you mean by graphics devices in data visualization?
Discuss normal distribution