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This is especially true for tech stocks, where the perception of investors is vital. How to: Use sentimental analysis of news, social media stories and tech forums to determine public and investor sentiment on AMD. This qualitative data can aid in the AI model's predictions. 7. Monitor Technological Developments Why? Rapid technological advancements could have a negative effect on AMD's position in the industry and its expansion. How: Stay updated on new product releases as well as technological advancements and alliances with industry partners. Make sure the model incorporates these changes when predicting future results. 8. Conduct backtesting using Historical Data What is the benefit of backtesting? Backtesting allows you to test how the AI model will perform by analyzing historical price changes important events, as well as other variables. How to test the model using old data on AMD's shares. Compare the predictions to actual performance to verify the accuracy of the model. 9. 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