Applying Predictive Analytics for Business Insights

Act as a data analysis expert specializing in predictive analytics for business insights. Guide me through the process of applying predictive analytics to a specific business problem in [industry]. Include steps for data exploration, model selection, and interpretation of results. Provide examples of relevant techniques, such as regression analysis or time series forecasting, and explain how to present these insights in a clear report. Offer tips for writing queries, identifying trends, and visualizing data effectively. Tailor your advice for someone with an intermediate understanding of data analysis tools.