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What is differential privacy, and how does it work?
How can you handle duplicate values in a dataset for a variable in Python?
Data set1 for 2008;1000,2000,3000,1500,2600 Data Set2 for 2007;500,1500,3000,250,4500 How to compare 2008 data versus 2007 data in percentage?
Explain the decision tree algorithm, and how is it different from the random forest algorithm?
Differentiate between the iqbot, metabot and a taskbot?
How would you handle a conflict between AI performance and ethical constraints?
What is clustering? What is the difference between kmeans clustering and hierarchical clustering?
Explain the grid-based method?
Explain the concept of vehicle-to-everything (V2X) communication in AI.
What are the four types of annotations?
Where do you usually source data-sets?
How will you test a machine learning model for accuracy?
What do you understand by term hash table collisions?
What do you understand by text dashboard?
How can data governance be centralized in an LLM ecosystem?
