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What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
311What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?
295What is the central limit theorem? How is a normal distribution different from chi square distribution?
350
What are some potential applications of Quantum AI in cryptography for secure communication?
What is conditional probability?
What are foundations of data mining?
Explain data cleansing?
Fuzzy logic is a form of a) Two-valued logic b) Crisp set logic c) Many-valued logic d) Binary set logic
What is A/B testing in Machine Learning?
How do you integrate Generative AI models with existing enterprise systems?
Explain the working of roc curve?
How does regular auditing of AI systems help reduce bias?
What laptop should I buy for data science?
What according to you, is the standard approach to supervised learning?
How do data scientists code in r?
What is the salary for a data scientist?
What are the challenges in building generative AI systems?
What is the difference between supervised and unsupervised learning?
