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Knowledge map for course Data Scientist

The foundation of Hyperskill — thousands of topics organized by domain and connected by prerequisites. Expand any category to find topics, check their prerequisites, and see how concepts connect to each other. Representation of a knowledge map with trees of topics
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Start your data science career with hands-on projects, mastering advanced concepts in programming, math, and statistics. Perfect for committed, motivated learners.

Discover the power of the Knowledge map! Monitor your progress in real-time, grasp topic connections, and get a clear picture of your learning journey.
Computer science 0 / 269
Software development foundations 0 / 69
Programming languages 0 / 73
Python 0 / 73
System administration and DevOps 0 / 33
Command line 0 / 20
Command line basics 0 / 3
Bash syntax 0 / 6
Working with files 0 / 4
Networking 0 / 1
Managing processes 0 / 1
Text processing 0 / 3
Package managers 0 / 2
CI/CD processes 0 / 13
GitHub Actions 0 / 12
Data science 0 / 93
Cybersecurity 0 / 1
Cybersecurity basics 0 / 1
Identity and access management 0 / 1
Math 0 / 75
Generative AI 0 / 6
  2. Computer science
  3. System administration and DevOps
  4. Command line
  5. Networking
Networking