Quiz - Explore ML

What is ML?

• Machine Loaning

• Money Laundering

• Machine Learning

• Machine Lending

Crucially it is the ______ that identify(s) the patterns and establish(s) the algorithm which will make future predictions.

• Programmer

• Hyperparameters

• Computer

• Regression

As discussed in the videos, the three phases of machine learning are:

• Data, modelling, production

• Data, modelling, validation

• training, validation, testing

• Data, tuning, testing

What type of ML to use for - Estimating arrival time based on time of day and traffic?

• Classification

• Clustering

• Regression

• Sequence Prediction

Select the odd one out in context of activation functions used in neural networks

• ReLU

• Sigmoid

• Linear

• tanh

Select the odd one out

• Learning rate

• Regularization rate

• Number of hidden layers

• Bias

What is PII in the context of data privacy?

• Personally Identifiable Information
• Public Internet Interface
• Private Information Index
• Personal Information Index

Which approach to use for - Alphabetising a list of song titles?

• Rule-based

• Machine Learning

• Both

• Need more information to determine

Which of these is not a type of bias?

• Confirmation Bias
• Selection Bias
• Interaction Bias

• Latent Bias

Which approach to use for - ranking web search results?

• Rule-based

• Machine Learning

• Both

• None