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We're building a Map of Data Science
article Features of the map
  • Visualize the relationship between topics
  • Track your learning progress
  • Show the prerequisites of a topic
  • Master every topic with our high-quality guides
conversion_path Recommended learning path
For a more structured learning path, subscribe to our premium plan.
rocket_launch Getting started
  • Mark topics you know as "completed" by right-clicking the node.
  • Click the "show learnable topics" button on the left to see what topics to explore next.
  • Click while holding commandshift on a node to open up the guide.
error Progress is stored locally for free users
To persist your progress across sessions, subscribe to our premium plan.
help Frequently asked questions
1. Will you keep expanding the map?
Yes, every node in the graph corresponds to a high-quality guide that we've published. We'll keep expanding the graph as we write more guides!
2. Will this be free?
All articles on SkyTowner will always be free! We offer a premium plan for those who want to save progress and go through a structured learning path!
3. Found a bug - what should I do?
We'd appreciate it if you could send us an email at support@skytowner.com! Also, hard-refreshing the page (commandshiftr) might fix the issue!
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Guest
topics learned
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add Add new node
sell Modify tag keyboard_arrow_right
edit Edit node
flag Mark as goal
priority Mark as learned
location_off Unmark goal
location_off Unmark learned
delete Delete node
edit Edit edge
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Standard edge
Prerequisite edge
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Add a node
Topic name
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URL of resources
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Creating your own interactive map
Our map builder allows you to:
  • do everything you can do on SkyTowner's map
  • create, update and delete nodes
  • create, update and delete edges
  • create and attach tags to nodes
Create from scratch
Use SkyTowner's map as a base template
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Don't know where to start?
Click here!
explore
Show learnable topics
Show learnable topics
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Show learned topics
Show learned topics
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Show goals
Show goals
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Machine Learning
Probability and Statistics
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Machine Learning
Probability and Statistics
Linear Algebra
Guides
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Create own graph
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Get support on Discord
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Please log in or sign up to save your progress.
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Learned * days ago
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You can also open the guide directly by
commandshiftclick