With so many learning resources availbale at your fingertips, it's easy to get lost. To help you out, we created ‘Roadmaps’. Interactive charts showing you the subjects you should study and the technologies that you would want to adopt to become a Data Scientist or Machine Learning Engineer.

Legend: yellow boxes are key subjects to study. Blue boxes are tools to master. Click on the boxes for recommended learning resources.