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Computational Methods for Data Analysis

  •  Lessons 17
  •  No. of Downloads 68
  •  Course Type Post Graduate
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Introduction to UNIX/LINUX operating system

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Knowledge discovery and data mining techniques

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Machine learning and pattern recognitions

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Hidden markov models

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Artificial neural networks

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Support vector machines

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Principal component analysis

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ANOVA, AMOVA and different clustering methods

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Gene Prediction algorithms and Phylogeny algorithms

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Basics of R statistical package

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Practical Gene prediction using FGENESH

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R statistical package installation and configuration

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GUI for R: R-commander, R-studio, RKWard

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Analysis of gene expression using R

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GNU PSPP

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Scilab

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QtiPlot

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