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Abstract: With the use of several features, including processor speed, memory, storage, screen size, brand, and other pertinent elements, this research intends to create a predictive model for laptop prices. Many e-commerce websites and other pertinent sources provided the data for this study. The purpose of the study is to construct a prediction model for estimating laptop pricing by identifying the major features that influence laptop prices using a variety of statistical and machine learning techniques. The findings of this study can help buyers and retailers forecast a laptop's pricing based on its features and other important considerations.