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What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
How does AI aid in diagnosis and drug discovery in the healthcare domain?
Why is manhattan distance not used in knn machine learning algorithm to calculate the distance between nearest neighbors?
What are the key elements of the statistical graphics?
Why do we prefer lstm over rnn?
What do you understand by 'humanoid robot'?
What is continuous-path control in the robotics?
Explain the difference between supervised, unsupervised, and reinforcement learning.
Why is building a strong data foundation crucial for Generative AI initiatives?
In A* approach evaluation function is a) Heuristic function b) Path cost from start node to current node c) Path cost from start node to current node + Heuristic cost d) Average of Path cost from start node to current node and Heuristic cost
Explain the impact of overfitting and underfitting on AI safety.
What is machine learning and how can it be used for time series analysis?
Name search algorithm technology?
How can you deal with different types of seasonality in time series modelling?
What tools and frameworks are you comfortable with?
