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Generate 7 integers with equal probability from a function which returns 1/0 with probability p and (1-p)

What are the factors that determine the time complexity of SVM training? How does the time complexity during SVM inference compare to its training time complexity? What are the time complexity implications of using different kernels like Linear and RBF in SVMs?

Can you provide me the average value of transaction for customers who have made over 10 purchases in the past 90 days?

Given that X and Y are independent random variables with uniform distributions and mean equal to 0 and standard deviation equal to 1, what is the probability of 2X being greater than Y?

Could you explain how cross-validation is used to assess the performance of a machine learning model?

In time series analysis, what other models could be used in place of ARIMA?

How would you implement an A/B test to analyze a 3% growth in user activity?

Is this Data Scientist role a good fit for your qualifications?

How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?

How do you address multicollinearity in regression models?