First of all, I wanted to give a huge shout out to all of the nurses, doctors, grocery clerks, and anyone else that’s putting their lives at risk to serve their communities. Let’s not take this for granted. Take this time in isolation to learn new skills, read books, and improve yourself. For those interested in data science, I’m providing a list of fourteen data science projects that you can do during your spare time!
This article serves as an extensive crash-course on what I believe are some of the most fundamental and instrumental concepts that you need to know to be a Data Scientist. I have broken this down into various sections so that you can go through this bit by bit.
Think of this as a workbook or a crash course filled with hundreds of data science interview questions that you can use to hone your knowledge and to identify gaps that you can then fill afterwards.
At the same time, I found that there was a need for a central Pandas resource that I could refer to when working on personal data science projects. That’s how this came into fruition. Use this as a resource to learn Pandas and also to refer to!