Hello, it’s me Santosh Dotel holding student ID 11710823. I am a student in the final year at CSU doing my master’s in Information Technology with a specialization in Data Science. As I am in my final year I need to do a research thesis based on my specialization. So, to cover my specialization and interest I have selected a topic related to machine learning. My selected topic is “Performance Analysis of Supervised and Unsupervised Algorithms in Anemia Dataset”. The main goal of this research is to find how the anemia dataset performs in both supervised and unsupervised algorithms in terms of machine learning models. It also aims to analyze the difference of different machine learning algorithms involved in the anemia dataset