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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.
275What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?
263What is the central limit theorem? How is a normal distribution different from chi square distribution?
308
How do you manage context across multiple turns in conversational AI?
Is it better to learn python or r?
What is the rule of simple reflex agent? a) Simple-action rule b) Condition-action rule c) Both a & b d) None of the mentioned
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.
What challenges arise when implementing AI in finance?
What key terms and concepts should one understand when working with LLMs?
What is the best laptop for data science?
What measures can ensure the robustness of AI systems?
what is prior probability and likelihood?
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
What is hallucination in LLMs, and how can it be controlled?
Can you explain what is model in data mining world?
Which database is best for data science?
Describe the concept of attention mechanisms in neural networks.
Please explain the role of data cleaning in data analysis.
