Módulo 4

Fundamental 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:

  • Data Science, Data Mining & Data Modeling
  • Big Data Dataset Categories
  • Exploratory Data Analysis (EDA) (including numerical summaries, rules & data reduction)
  • EDA analysis types (including univariate, bivariate & multivariate)
  • Essential Statistics (including variable categories & relevant mathematics)
  • Statistics Analysis (including descriptive, inferential, correlation, covariance & hypothesis testing)
  • Data Munging & Machine Learning
  • Variables & Basic Mathematical Notations
  • Statistical Measures & Statistical Inference
  • Distributions & Data Processing Techniques
  • Data Discretization, Binning, Clustering
  • Visualization Techniques & Numerical Summaries
  • Correlation for Big Data
  • Time Series Analysis for Big Data

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Date : 04 jun 2015

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