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  1. Courses
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  3. Year 2022-23
  4. Undergraduate
  5. Part B
  6. Hilary
  7. B6.2 Optimisation for Data Science (2022-23)
  8. Course Materials
  9. Lecture Notes

Lecture Notes

Completion requirements

Lecture notes with Latex source code

    • 2023Lectures1-16.pdf 2023Lectures1-16.pdf
    • 2023Lectures1-16.tex 2023Lectures1-16.tex
    • secAcceleration.tex secAcceleration.tex
    • secCoordinateDescent.tex secCoordinateDescent.tex
    • secExamples.tex secExamples.tex
    • secPrerequisites.tex secPrerequisites.tex
    • secProxMethod.tex secProxMethod.tex
    • secScope.tex secScope.tex
    • secSteepestDescent.tex secSteepestDescent.tex
    • secStochasticGradient.tex secStochasticGradient.tex
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