This data science project focuses on leveraging predictive modeling techniques to forecast sales trends and optimize business strategies. By analyzing historical sales data and external factors influencing sales performance, this project aims to provide actionable insights for enhancing revenue generation and improving decision-making processes.
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# Part 3: Select and apply appropriate machine learning algorithms for modelling #12
Choose a machine learning algorithm based on the problem type (classification, regression, clustering, etc.) and the characteristics of the data.