Continuous_Probability_Distribution Basicsl.ipynb

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        "# Continuous Probability Distribution\n",
        "\n",
        "A Probability Distribution is a set of all possible probability values from a random experiment (of a Random Variable) "
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      "source": [
        "import scipy.stats as stats"
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        "stats.norm.cdf(1.95, 0, 1) # Findin the Area Under the Curve"
      ],
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        "outputId": "5c206cd1-ad19-44b0-ce24-4a6ee3d4af77"
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      "source": [
        "# Find the Area Under the Curve from z = -2.17 to z = 0\n",
        "stats.norm.cdf(0, 0,1) - stats.norm.cdf(-2.17, 0,1)"
      ],
      "execution_count": 4,
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      "source": [
        "# Find the Probability for the P(1.19 < z < 2.12)\n",
        "stats.norm.cdf(2.12, 0,1) - stats.norm.cdf(1.19, 0,1)"
      ],
      "execution_count": 5,
      "outputs": [
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      "source": [
        "# Ex 6-11\n",
        "mean = 3173\n",
        "sd = 800\n",
        "# Prob that cc debt for a randomly selected student is between 2109 and 3605\n",
        "stats.norm.cdf(3605, mean, sd) - stats.norm.cdf(2109, mean, sd)"
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      "source": [
        "# Cola\n",
        "mean = 12\n",
        "sd = 0.015\n",
        "stats.norm.cdf(11.99, mean, sd) - stats.norm.cdf(11.97, mean, sd)"
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        "stats.norm.cdf(12.07, mean, sd) - stats.norm.cdf(12.02, mean, sd)"
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