AI in Predictive Analytics By A Staff Writer / July 14, 2025 Welcome to your AI in Predictive Analytics Level: Expert What is predictive analytics? A method to clean data The use of statistical models and AI to predict future outcomes A visualization technique A data storage method None Which algorithm is commonly used in predictive analytics for regression tasks? Linear Regression Clustering Genetic Algorithms Random Forest None What is a significant application of predictive analytics in retail? Predicting customer demand and optimizing inventory Automating payment systems Enhancing packaging designs Setting up supply chains None What role does feature engineering play in predictive models? Cleaning datasets Transforming raw data into relevant features for model training Replacing missing data Scaling data for visualization None What is a challenge in building predictive analytics models? Insufficient computational power Ensuring the quality and relevance of input data Lack of machine learning tools Poor internet connectivity None Time's up
