MachineLearning

  • ValliappaLakshmanan
  • Thedesignpatternsinthisbookcapturebestpracticesandsolutionstorecurringproblemsinmachinel...
  • VladimirN.Vapnik
  • Acomprehensivelookatlearningandgeneralizationtheory.Thestatisticaltheoryoflearningandgen...
  • WesMcKinney
  • Findinggreatdataanalystsisdifficult.Despitetheexplosivegrowthofdatainindustriesrangingfr...
  • [德]ChristophMolnar
  • Thisbookisaboutmakingmachinelearningmodelsandtheirdecisionsinterpretable.Afterexploringt...
  • ThomasMitchell
  • Thisbookcoversthefieldofmachinelearning,whichisthestudyofalgorithmsthatallowcomputerprog...
  • MarcPeterDeisenroth
  • https://mml-book.github.io/::Thisself-containedtextbookintroducesalltherelevantmathemati...
  • 葫芦娃
  • 不可不读的机器学习面试宝典。
  • PeterHarrington
  • It'sbeensaidthatdataisthenew"dirt"—therawmaterialfromwhichandonwhichyoubuildthestructure...