Thaum kawg ntawm chav kawm no, koj yuav muaj peev xwm:

  • Vim li cas thiaj ua kev sib txheeb databases tsis yog ib txwm haum rau cov ntaub ntawv loj loj uas tau muab tso rau hauv cov ntaub ntawv loj.
  • Yog vim li cas cov lus python yog ib hom lus siv dav hauv kev ua cov ntaub ntawv loj. Hoob no qhia koj txog programming nrog hom lus no, tshwj xeeb yog siv lub tsev qiv ntawv Quaj.
  • Dab tsi statistical tsom xam xav tau cov ntaub ntawv loj ua thiab kwv yees.

Qhov kev cob qhia no muab rau koj nrog rau cov ntsiab lus tseem ceeb hauv kev txheeb cais xws li:

  • random variables,
  • kev xam zauv sib txawv,
  • convex muaj nuj nqi,
  • teeb meem optimization,
  • qauv regression.

Cov hauv paus no yog siv rau ntawm kev faib algorithm ntawm Perceptron.