AI and Machine Learning

Which of the following best defines Artificial Intelligence (AI)?

• A system that mimics human intelligence to perform tasks

• A type of database used to store large data

• A programming language for automation

• A tool for internet search

What is the main goal of Machine Learning?

• To make computers run faster

• To allow computers to learn from data without being explicitly programmed

• To store large datasets efficiently

• To design new computer hardware

Which of the following is an example of supervised learning?

• K-Means Clustering

• Decision Tree

• Apriori Algorithm

• Principal Component Analysis

In Machine Learning, what is a “feature”?

• The label we want to predict

• The random noise in the data

• The algorithm used to train the model

• The input variable used to make predictions

In Machine Learning, what is a “class”?

• The label we want to predict

• The random noise in the data

• The algorithm used to train the model

• The input variable used to make predictions

Which algorithm is typically used for clustering problems?

• K-Nearest Neighbors (KNN)

• K-Means

• Linear Regression

• Apriori

Below are Implementation of AI in Financial Dataset except?

• Predicting Corporate Bankruptcy

• Credit Scoring Prediction

• Credit Card Fraud Modelling

• Rute-X

What does “overfitting” mean in Machine Learning?

• The model is too simple and performs poorly

• The model performs well on training data but poorly on new data

• The model ignores most of the features

• The model uses too little data

What does the “training set” represent in ML?

• The data used to train and build the model

• The data used to evaluate the model

• The data with missing labels

• The data used for visualization

Which of the following is a popular library for save model of machine learning in Python?

• sklearn

• flask

• joblib

• bootstrap