DECODE AI: FINALE

Which algorithm is commonly used for supervised learning tasks and is based on the concept of decision trees?

• K-means

• Random Forest

• Support Vector Machine

• K-nearest neighbors

An AI agent perceives and acts upon the environment using___.

• Sensors

• Perceiver

• Actuators

• Both a and c

What is the role of 'Data Mining' in AI?

• Repairing damaged data

• Extracting patterns and knowledge from large datasets

• Storing large amounts of data

• Ensuring data privacy

What is the role of a Convolutional Neural Network (CNN) in AI?

• To process tabular data

• To handle audio signals

• For image recognition and processing

• For text translation

What is the primary purpose of using GPUs in AI?

• To increase storage capacity

• To improve data security

• To accelerate parallel processing

• To enhance audio quality

GPS stands for ?

• Global positioning system

• Global posting system

• Global post system

• All of the above

What is state space in AI?

• Collection of all the problem states.

• A specific problem states out of all the problem states.

• Both A and B.

• None of the above

Which algorithm is specifically designed for learning from sequential data and is commonly used in tasks like language modelling and text generation?*

• upport Vector Machine

• K-means

• Support Vector Machine

• Recurrent Neural Network (RNN)

Which algorithm is commonly used for dimensionality reduction in machine learning?

• Apriori

• PCA (Principal Component Analysis)

• AdaBoost

• LSTM (Long Short-Term Memory)

What is the primary purpose of the Naive Bayes algorithm in machine learning?

• Clustering

• Classification

• Regression

• Dimensionality reduction