Page Index - JulTob/Data GitHub Wiki

101 page(s) in this GitHub Wiki:

• Home
• Data
• To Do: Watch The Power of Data
• 0. Data
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• 0.1 Measurement Scales & Variable Types
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• 0.2 Choosing Summaries & Visuals
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• 0.3 Data, Measured
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• 0.4 Data Types
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• 0.5 Numerics
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• 0.6 Rarity
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• 0.7. Information Theory (Shannon)
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• 0.H. Hossack: The Ontological Foundation of Data
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• 0.LM. Data in Language Models
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• 00. Models of Reality
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• 1. Probability
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• 1.1. Uncertainty
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• 1.2. Distribution Variables
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• 1.2.1 Variable de Bernoulli
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• 1.2.2. Binomial
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• 1.2.3. Variable Uniforme
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• 1.2.? Lognormal
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• 1.2.? Normal
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• 1.2.? Pareto
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• 1.2.? Poisson
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• 1.2.? Student
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• 2. Statistics
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• 2.1. Randomness and Pattern
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• 2.2 Bayesian Statistics
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• 2.? Statistical Methods
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• 2.? Statistical Modeling
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• 2.? Statistical Thinking
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• 2.? Uncertainty
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• 2.? Variation
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• 3. Visualization & Understanding of Data
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• 3.1 Visualization Tools
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• 3.2 ER Diagrams
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• 3.21 Chen Diagrams
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• 3.3. Plots
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• 4. Data Sorage: Databases
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• 5. Muestreo
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• 5.1. Tipos de Muestreo
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• 5.2. La Población y la Muestra
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• 5.3. Parámetros vs. Estimadores
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• 6. Signals
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• ? Finite and Infinite Sample Spaces
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• ? Kolmogorov: Ω, 𝒜, ℙ
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• ? Maps and Reality
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• ? Outcomes and Events
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• ? Sample Space
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• A. Entropy
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• L. Language's Concept of Data
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• Z. Library
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