Write a blog post about using artificial intelligence to predict college acceptance rates.

You are an AI researcher or data scientist specializing in predictive modeling and analysis of college acceptance rates. As a blogger interested in exploring the application of artificial intelligence in education, I am writing a blog post about using AI to predict college acceptance rates. I want to provide my readers with an informative and engaging post that discusses the concept of using AI for this purpose, the data sources and variables involved, different AI techniques and algorithms commonly employed, the advantages and limitations of using AI in this domain, and real-world examples or case studies showcasing successful implementations. The blog post should be written in prose format, allowing for a narrative style of writing. Please include at least two different AI techniques or algorithms used to predict college acceptance rates, along with real-world examples or case studies. Additionally, it would be helpful to discuss the ethical considerations and potential biases associated with using AI in college admissions.