machine-learning
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  • Introduction
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    • Types of Machine Learning
    • Dove raccogliere i dati per l'apprendimento automatico?
    • Importazione di set di dati tramite l'API di Kaggle
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  • Probabilità e statistica
    • Nozione di probabilità con frequenza relativa
    • Valid discrete probability distribution examples
    • Probability with discrete random variable example
    • Mean (expected value) of a discrete random variable
  • Variance and standard deviation of a discrete random variable
  • Continuous random variables
  • Impact of Trasforming ( scaling and shifting ) random variables
  • Chapter Combining random variables
    • Mean of sum and difference of random variables
    • Variance of sum and difference of random variables
    • Intuition for why independence matters for variance of sum
    • Deriving the variance of the difference of random variables
    • Combining random variables
    • Example: Analyzing distribution of sum of two normally distributed random variables
    • Example: Analyzing the difference in distributions
    • Esercizio su combining normal random variable
    • Esercizio
  • Chapter Binomial Variables
  • Chapter Geometric Random Variables
  • More on expected value
  • Chapter Sampling distributions
  • Server Monitoring // Prometheus and Grafana Tutorial
    • Intro
  • Google Colaboratory per python
    • Introduzione a Google Colaboratory
    • Nozioni di Base di Python
    • Numpy in python
    • Pandas
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    • Seaborn
  • Fondamenti di Deep Learning
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    • Neuroni e reti Neurali
    • Keras
    • Modulo 4
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    • Prima Esercitazione
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    • Docker Compose vs Dockerfile
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Chapter Combining random variables

Mean of sum and difference of random variablesVariance of sum and difference of random variablesIntuition for why independence matters for variance of sumDeriving the variance of the difference of random variablesCombining random variablesExample: Analyzing distribution of sum of two normally distributed random variablesExample: Analyzing the difference in distributionsEsercizio su combining normal random variableEsercizio
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