You are given a training dataset of users that contain their demographic details, the pages on Facebook they have liked so far and results of psychology test based on their personality i.e. their openness to like FB pages or not. How will you predict the age, gender and other demographics of unseen data?

339

What is meant by linear regression?

309

What are the challenges in developing truly autonomous vehicles?

66

Differentiate regular grammar and regular expression.

845

What is the difference between a cluster and systematic sampling?

340

What are annotations?

806

List down various approaches for machine learning?

69

Explain the differences between univariate and bivariate analysis?

331

You've built a chatbot, but users report it is giving inconsistent responses. What are your first steps to debug?

88

Name Methods to Calculate Distance Measure?

374

What are the best public data sets for machine learning?

84

A test has a true positive rate of 100% and 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?

564

Tell us how do deductive and inductive machine learning differ?

146

The problem-solving agent with several immediate options of unknown value can decide what to do by just examining different possible sequences of actions that lead to states of known value, and then choosing the best sequence. This process of looking for such a sequence is called Search. State True or False a) True b) False

2267

How do you ensure ethical considerations are addressed in your work?

42