DAV Unit 2 Notes AKTU (BCDS501)

AKTU · BTECH · Semester 5 · Introduction to Data Analytics and Visualization · Unit 2 · Notes

AKTU Introduction to Data Analytics and Visualization (BCDS501) Unit 2 notes for B.Tech Semester 5 – Data Analysis. Topics: Regression And Multivariate…

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Unit 2: Data Analysis – AKTU syllabus topics

  • Regression And Multivariate: Regression Modeling, Multivariate Analysis
  • Bayesian Methods: Bayesian Modeling, Bayesian Networks
  • Support Vector Methods: Kernel Methods
  • Time Series Analysis: Linear Systems Analysis, Nonlinear Dynamics
  • Neural Networks: Learning And Generalisation, Competitive Learning, PCA And Neural Networks
  • Fuzzy Logic: Fuzzy Models, Fuzzy Decision Trees
  • Search Methods: Stochastic Search Methods, Rule Induction

AKTU paper codes: BCDS501, KDS501

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