I have been developing two differently styled roadmaps (topic and content guides) based on the links I share on my channel.

They both contain the same information but are formatted differently for your convenience.

Topic Guides

These guides are focused on topics like Machine Learning and then divided into knowledge levels and resource types. So you can use them if you want to focus on specific topic and deepen your knowledge.

Content Guides

These guides are targeted by resource type, such as Courses, and then divided into topics and knowledge levels. So you can use them if you prefer specific type of resources and want to broaden your knowledge.

Resources for Data Science Interview

A series of blog posts about resources to prepare for Data Science interviews.


Artem Ryblov