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Why do we convert categorical variables into factor? Which function is used in r to perform the same?
117How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
341How would you say data science is similar or different to business analytics and business intelligence?
312
Why are you interested in AI?
Differentiate between type I and type ii error?
What is augmented human intelligence?
Explain the difference between data bias and algorithmic bias.
What is difference between a parameter and a hyperparameter?
Why is naive bayes used for text classification?
What has artificial intelligence accomplished?
How will you explain machine learning to a layperson in an easily comprehensible manner?
What is an example of annotation?
What are the advantages data mining over traditional approaches?
How will you overcome overfitting in predictive models?
What are the various classification algorithms?
What are the most exciting and concerning aspects of AI development?
What is the difference between supervised learning an unsupervised learning?
What are the biggest challenges you see in AI implementation across industries?
