What is a Strong AI ? Explain AI Tools which are used in day to day life.
[5 marks]Explain the types of knowledge and give the difference between them.
[5 marks]Give the difference between Classification and Regression.
[5 marks]Explain types of machine learning.
[5 marks]Explain Reinforcement learning .
[5 marks]What is regression? Explain Linear regression in detail.
[5 marks]Explain the difference between simple linear regression and multiple linear regression.
[5 marks]Perform linear regression on this dataset. Use Y=aX+b for a single variable. Here, Yis a predictable variable and Xis an independent variable. Find sales in the 7th week.
[5 marks]What is a cost function ? How it can be used to minimize error.
[5 marks]Explain regression evaluation metrics with a formula.
[5 marks]Explain Decision Tree algorithm.
[5 marks]Explain logistic regression with an example.
[5 marks]Explain Naive Bayes algorithm.
[5 marks]How does the K-Means clustering algorithm work, and what are its advantages and disadvantages?
[5 marks]Explain various types of clustering.
[5 marks]What are clustering algorithms, and what is their primary objective in data analysis?
[5 marks]Explain the difference between supervised and unsupervised learning, and where does clustering fit into this classification?.
[5 marks]