Estimate the probability of a disease in a particular city given that the probability of the disease on a national level is low.
187How will you decide whether a customer will buy a product today or not given the income of the customer, location where the customer lives, profession and gender? Define a machine learning algorithm for this.
165From a long sorted list and a short 4 element sorted list, which algorithm will you use to search the long sorted list for 4 elements.
196How can you compare a neural network that has one layer, one input and output to a logistic regression model?
176You are about to get on a plane to Seattle, you want to know whether you have to bring an umbrella or not. You call three of your random friends and as each one of them if it's raining. The probability that your friend is telling the truth is 2/3 and the probability that they are playing a prank on you by lying is 1/3. If all 3 of them tell that it is raining, then what is the probability that it is actually raining in Seattle.
176You have been given the data on Facebook user's friending or defriending each other. How will you determine whether a given pair of Facebook users are friends or not?
193Post New Data Science Questions
Name three disadvantages of using a linear model?
Which methods are defined for a class of iterators?
What is back propagation?
What is collaborative filtering?
What is systematic sampling?
What is data science? How would you say it is similar or different to business analytics and business intelligence?
Write a program to segment a long string into a group of valid words using Dictionary. The result should return false if the string cannot be segmented. Also explain about the complexity of the devised solution.
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What makes the difference between “long” and “wide” format data?
Write a function to check whether a particular word is a palindrome or not.
What prior knowledge is required to become data scientist?
Explain difference between binomial and Poisson distribution?
Pycharm has a debugger?
Where is association analysis used?
What is the importance of selection bias?
