AI and Machine Learning Quiz

What is neural architecture search (NAS)?

• Compressing neural networks

• Automatically designing networks

• Manually configuring weights

• AI debugging tool

Why is bias in AI a serious concern?

• Improves training

• Leads to unfair outcomes

• Speeds up results

• Reduces bugs

What is a loss function used for?

• Data sorting

• Measuring prediction error

• Formatting datasets

• Cleaning data

What does the 'K' in KNN stand for?

• Kernel

• Knowledge

• Number of Neighbors

• Kilobyte

What does a cost function do?

• Classifies outputs

• Measures prediction error

• Trains inputs

• Formats strings

Which framework is used for deep learning?

• Apache Spark

• TensorFlow

• ReactJS

• Hadoop

What is reinforcement learning?

• Clustering unstructured data

• Learning from rewards and penalties

• Static modeling

• Automating rules

What is the main advantage of cloud AI tools?

• Free

• Easy deployment and scalability

• Faster charging

• Multilingual support

Which AI approach mimics the brain?

• SVM

• Neural Networks

• Logistic Regression

• Naive Bayes

What is the purpose of generalization in ML?

• Avoid memorizing

• Handle unseen data

• Fit small data

• Reuse old data