Soubraylu Sivakumar is an experienced machine learning instructor with a robust background in data science and artificial intelligence. With a Master's degree in Computer Science and over 20 years of professional experience, Soubraylu Sivakumar has specialized in applying machine learning techniques to healthcare and predictive analytics. Soubraylu Sivakumar has worked on numerous projects involving obesity prediction, leveraging tools like Python, Pandas, Scikit-learn, and TensorFlow. As a passionate educator, Soubraylu Sivakumar has taught various courses and workshops, helping students and professionals develop practical skills in machine learning. Known for a hands-on teaching approach, Soubraylu Sivakumar is dedicated to making complex concepts accessible and engaging, ensuring learners gain valuable, real-world expertise.