I can confidently say that this is the best lecture available to go from beginner to beginner in data science. If you take this lecture with a basic understanding of Python and Pandas, you will be able to try your own data project. After taking this lecture, if you try hard and do some Googling, you will be able to create your own portfolio. I look forward to your next lecture!