Data Science for Interviews

This course is ideal for someone who is wishing to cover every aspect of machine learning theory before their interview or for someone who is looking for a refresher course. No cliches of sexiest job of 21st century, we discuss everything to the point and whatever is relevant for your preparation. There are several skills required for the same job but this course will focus mainly on

1. Probability and statistics

2. All machine learning algorithms which one should know

3. Data preprocessing

4. Important metrics to evaluate the performance

However, it is assumed that the student is proficient in any programming language. This course can cover major part of your theory preparation, so that you can focus more on your project and programming basics.

I will be updating the question bank on interview questions side-by-side. I will also be uploading the video transcripts for the videos.

Happy learning!