Which of the following is an example of the classification technique of Machine Learning?Categorizing customer reviews as positive or negativeRecommending movies based on user preferencesForecasting the seasons of the yearPredicting the blood pressure of patients

In which of the following areas is machine learning commonly applied?Answer areaMedical diagnosisStock market predictionSpeech recognitionAll of the above

What is an example of a classification task in supervised learning?Select one:a.Predicting the price of a house based on its characteristicsb.Determining whether an email is spam or notc.Grouping customers into different segments based on their spending habitsd.Predicting the stock price for the next day based on historical data

What type of machine learning is used when the model learns from data that is neither classified nor labeled?Answer areaSupervised LearningUnsupervised LearningReinforcement LearningSemi-supervised Learning

Which of the following statements involve machine learning models based on supervised learning:<br /> A. 1. An email spam filter uses previously tagged emails to classify messages as spam or non-spam. <br />B. 2. An AI artist generates unique paintings inspired by various art styles without explicit guidance. <br />C. 3. A self-driving car adapts its behavior to traffic conditions in real-time without using labeled data. <br />D. 4. A credit scoring system predicts the likelihood of default based on historical repayment data.

. A bank wants to use historic loan repayment records to categorize loan applications as low-risk or high-risk based on characteristics like the loan amount, the income of the borrower, and the loan period. What kind of machine learning model should the bank use automated machine learning to create? ClassificationRegressionTime series forecasting