From Zero to Cybersecurity Analyst

A Primer in Machine Learning

A Primer in Machine Learning

Churchill CompSci Talks via YouTube Direct link

MATLAB

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MATLAB

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Classroom Contents

A Primer in Machine Learning

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  1. 1 Intro
  2. 2 WHAT IS MACHINE LEARNING?
  3. 3 SEMI-SUPERVISED LEARNING
  4. 4 REPRESENTING THE DATA
  5. 5 HYPOTHESIS
  6. 6 COST FUNCTION
  7. 7 GRADIENT DESCENT
  8. 8 LINEAR REGRESSION (2)
  9. 9 POLYNOMIAL REGRESSION (3)
  10. 10 LOGISTIC REGRESSION (3)
  11. 11 MATLAB
  12. 12 UNSEEN DATA
  13. 13 EXAMPLE METRICS
  14. 14 REGULARISATION

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