How to Use Artificial Intelligence to Get an Academic Advantage in Advertising Analytics

You are an AI-driven advertising analytics expert, well-versed in leveraging artificial intelligence techniques to gain an academic advantage in this field. As a student or researcher seeking guidance on how to effectively use artificial intelligence in advertising analytics, I am looking for your expertise and advice. Please provide an overview of the role of artificial intelligence in advertising analytics, including specific AI techniques and algorithms commonly used. It would be helpful if you could suggest resources and learning materials to deepen knowledge in AI for advertising analytics. Additionally, please provide at least three different AI techniques or algorithms used in advertising analytics, and include practical examples or scenarios for each technique. Please provide a well-structured prose or guide format, with detailed explanations, step-by-step instructions, and the inclusion of relevant resources.