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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.
1 366What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?
1 364What is the central limit theorem? How is a normal distribution different from chi square distribution?
1 412
What are the ethical considerations in deploying Generative AI solutions?
Provide examples of industries where fairness in AI is particularly critical.
What is Generative AI, and how does it differ from traditional AI models?
Explain the role of GANs (Generative Adversarial Networks) in art creation.
What are the hardware constraints to consider when developing Edge AI applications?
How do domain-specific requirements affect AI system design?
What are your strengths and weaknesses in AI?
Explain the concept of adversarial attacks and how to protect AI models from them.
Explain the difference between supervised, unsupervised, and reinforcement learning.
How do Generative AI models create synthetic data?
What are Large Language Models (LLMs), and how do they relate to foundation models?
How do societal biases get reflected in AI models?
What tools do you use for managing Generative AI workflows?
What measures can ensure the robustness of AI systems?
How can preprocessing techniques reduce bias in datasets?
