datasciencemanThis post offers 10 things you should master to become a data scientist. There are links in each category to useful material. The 10 categories are:

  1. Learn about matrix factorizations
  2. Learn about distributed computing
  3. Learn about statistical analysis
  4. Learn about optimization
  5. Learn about machine learning
  6. Learn about information retrieval
  7. Learn about signal detection and estimation
  8. Master algorithms and data structures
  9. Practice
  10. Study Engineering
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