Data Science Hands-On Crash Course

Data Science Hands-On Crash Course

freeCodeCamp.org via freeCodeCamp Direct link

) Introduction

1 of 15

1 of 15

) Introduction

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Classroom Contents

Data Science Hands-On Crash Course

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  1. 1 ) Introduction
  2. 2 ) Setup
  3. 3 ) Linear regression (theory)
  4. 4 ) Linear regression (Python)
  5. 5 ) Classification (theory)
  6. 6 ) Classifiaction (Python)
  7. 7 ) Resampling & regularization (theory)
  8. 8 ) Resampling and regularization (Python)
  9. 9 ) Decision trees (theory)
  10. 10 ) Decision trees (Python)
  11. 11 ) SVM (theory)
  12. 12 ) SVM (Python)
  13. 13 ) Unsupervised learning (theory)
  14. 14 ) Unsupervised learning (Python)
  15. 15 ) Conclusion

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