Módulo 5

Advanced Big Data Analysis & Science

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Full-Color Mind Map Poster Supplement(11 in x 17 in / 28 cm x 43 cm)

Contenidos:

  • Statistical Models, Model Evaluation Measures (including cross-validation, bias-variance, confusion matrix & f-score)
  • Machine Learning Algorithms, Pattern Identification (including association rules & apriori algorithm)
  • Advanced Statistical Techniques (including parametric vs. non-parametric, clustering vs. non-clustering distance-based, supervised vs. semi-supervised)
  • Linear Regression & Logistic Regression for Big Data
  • Decision Trees for Big Data
  • Classification Rules for Big Data
  • K Nearest Neighbor (kNN) for Big Data
  • Naïve Bayes for Big Data
  • Association Rules for Big Data
  • K-means for Big Data
  • Text Analytics for Big Data
  • Outlier Detection for Big Data

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Date : 04 jun 2015

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