SS-Q1

Given emails labelled as spam/not spam, learn a spam filter

• Supervised classification

• Supervised regression

• Unsupervised ML

• Reinforcement Learning

Segmenting the market into 3 groups based on customer spending data

• Supervised classification

• Supervised regression

• Unsupervised ML

• Reinforcement Learning

Find the test score (Integer between 0 and 100) of a student based on his sleep hours and study hours

• Supervised classification

• Supervised regression

• Unsupervised ML

• Reinforcement Learning

A robot learning to walk

• Supervised classification

• Supervised regression

• Unsupervised ML

• Reinforcement Learning

Based on the current temperature reading, predict the temperature after 24 hours:

• Supervised classification

• Supervised regression

• Unsupervised ML

• Reinforcement Learning

What is the most suitable/workable definition of Artificial Intelligence from the below:

• Developing systems that can act like humans

• Developing systems that can think like humans

• Developing systems that can act rationally

• Developing systems that can think rationally

Artificial Intelligence includes the following sub-areas:

• Natural language processing (NLP)

• Cybersecurity

• Internet of Things (IoT)

• Machine Learning (ML)

• Computer Vision (CV)

A self-driving car (https://www.youtube.com/watch?v=tlThdr3O5Qo) mainly involves:

• Machine Translation

• Machine Learning

• Speech recognition

• Computer Vision

• Robotics