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Can you define power analysis?
How does AI assist in drug discovery processes?
A test has a true positive rate of 100% and a false-positive rate of 5%. There is a population with a 1/1000 rate of having the condition the test identifies. Considering a positive test, what is the probability of having that condition?
What challenges arise when implementing AI in finance?
Is anaconda free?
What is an example of annotation?
Explain me what is bayes' theorem? How is it useful in a machine learning context?
Explain collaborative filtering
What are the benefits and challenges of fine-tuning a pre-trained model?
Can you name some popular machine learning algorithms?
Why do you want to work as a data scientist?
List the major sources of knowledge.
How do you optimize code for performance?
Why overfitting happens?
What is a vector database, and how is it used in LLM applications?
