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About DATA SCIENCE TRAINING

About DATA SCIENCE TRAINING

Duration: 3 Month(s)

Data Science Basic    :

All about Data Science

  •  Data, Data Types
  •  Meaning of Variables
  •  Central Tendency
  •  Measures of Dispersion
  •  Data Distribution

Predictive Modelling

  •  Decision Trees
  •  Neural Networks
  •  Predictive Modeling with Decision Trees

Neural Networks

  •  Perceptron
  •  MLP
  •  Back Propagation
  •  Revision of Key Concepts

ANOVA/ Regression Analysis

  •  Analysis of Variance & Covariance
  •  Analysis of Variance
  •  ANOVA Results
  •  Examine Regression Results
  •  Regression Analysis
  •  Linear and Logistic Regression

Tree and Bayesian Network Models

  •  Decision Trees
  •  Bagging
  •  Random Forests
  •  Boosted Trees
  •  Bayesian Classification Models

Important links In DATA SCIENCE TRAINING