Módulo 4

Fundamental Big Data Analysis & Science

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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