It includes courses like introduction to python, introduction to machine learning, NumPy arrays, working with Pandas, Python regular expressions, Python oracle database access, web scrapping in Python, regression based learning, clustering based learning, data mining etc. These courses would help all candidates face real life problems and projects for this course as practical.