Discuss artificial neural networks
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What is k-means? How can you select k for k-means?
What is advantage of using apply family of functions in r?
You created a predictive model of a quantitative outcome variable using multiple regressions. What are the steps you would follow to validate the model?
How can you decide if one algorithm is better than the other?
How much ram do I need for data science?
How do data management procedures like missing data handling make selection bias worse?
What are essential skills and training needed in data Science?
List the variants of backpropagation?
What does sas stand out to be the best over other data analytics tools?
Explain difference between binomial and Poisson distribution?
What are outlier values and how do you treat them?
How 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.
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