_cleaning-amp-summarizing-data-124-intro-to-azure-ml-part-8.jpg "Cleaning & Summarizing Data | Intro to Azure ML Part 8 from aggregate value means Video Screenshot Preview")
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⏲ Duration: 13 min 92 sec
✓ Published: 06-Jul-2017
✓ Published: 06-Jul-2017
Description:
Let’s understand the aggregate behavior of our features further by looking at summary statistics. Azure Machine Learning gives us easy access to mean, median, mode, min, and max. Let’s look at each measure to see what it means to the interpretation of the data.nnThe summarize data module also gives us a count for each feature with missing values. We can then formulate a strategy for cleaning missing data. The cleaning functions used in this tutorial is not the optimal way to clean data, but
Let’s understand the aggregate behavior of our features further by looking at summary statistics. Azure Machine Learning gives us easy access to mean, median, mode, min, and max. Let’s look at each measure to see what it means to the interpretation of the data.nnThe summarize data module also gives us a count for each feature with missing values. We can then formulate a strategy for cleaning missing data. The cleaning functions used in this tutorial is not the optimal way to clean data, but
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