Problem and data domain
In this section, we aim to build a classification model for customer review sentiment analysis using the Amazon product review dataset. Leveraging ChatGPT’s capabilities, we’ll generate Python code to construct a classification model, offering readers a practical approach to working with datasets and understanding classification techniques. Additionally, we’ll explore effective prompting techniques to guide ChatGPT in providing tailored code snippets and insights for data classification tasks.
Dataset overview
The Amazon product review dataset contains information on various products and their corresponding reviews. By utilizing this dataset, we can perform various analyses, including sentiment analysis, trend analysis of customer feedback, and product rating analysis. The ultimate goal is to train a classification model capable of accurately classifying reviews into positive or negative sentiments, enhancing decision-making processes...
