Predictive Analytics Quiz

What is the main purpose of predictive analytics?

• Storing data securely

• Forecasting future outcomes

• Cleaning raw data

• Encrypting sensitive information

Which of the following is NOT a predictive model?

• Logistic Regression

• Random Forest

• Pie Chart

• Neural Networks

What technique is commonly used to segment customers by behavior?

• Regression

• Clustering (e.g., K-Means)

• Classification

• Time Series

Which social media platform is noted for providing detailed predictive insights to page admins?

• TikTok

• Snapchat

• Facebook

• Reddit

Which algorithm is most suitable for predicting loan defaults (yes/no)?

• Linear Regression

• Logistic Regression

• Clustering

• Time Series

Which company used predictive analytics to reduce employee attrition?

• Netflix

• Coca-Cola

• IBM

• Amazon

What is the key goal of sentiment analysis in text mining?

• Removing stop words

• Classifying text as positive, negative, or neutral

• Encrypting text data

• Counting word frequency

Which of the following is used for association rule mining?

• K-Means

• Apriori Algorithm

• Logistic Regression

• Support Vector Machine

Which e-commerce giant attributes 35% of its revenue to product recommendations?

• eBay

• Walmart

• Amazon

• Shopify

Which of these models predicts continuous numeric values like sales or prices?

• Classification

• Regression

• Clustering

• Association rules