To begin data mining in Azure Machine Learning Studio, we must first setup an Azure subscription. Once we have a subscription, create an Azure Machine Learning Studio workspace within Azure. Azure Machine Learning is in the cloud and allows for …
Let’s build our first machine learning model in Azure ML. First, we have to go shopping for a machine learning model. We must identify what type of machine learning algorithm we want to choose from. We ended up using a …
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 …
Now that Azure Machine Learning Studio is setup, let’s begin an end-to-end data science project in Azure Machine Learning. We’ll choose the flight delay data, and use it to predict whether not a flight will be late on arrival based …
The machine learning model will learn from the data it has access to. Sometimes it becomes necessary to shed columns from our dataset so our machine learning model do not learn from them. In this video we’ll drop a few …
Today we’ll explore the interface of our new machine learning tool, Azure ML. How do you bring data to and from the outside world into Azure ML? The import dataset module can read in data from a variety of sources: …
We introduce you to the wide world of Big Data, throwing back the curtain on the diversity and ubiquity of data science in the modern world. We also give you a bird’s eye view of the subfields of predictive analytics …
We introduce you to the wide world of Big Data, throwing back the curtain on the diversity and ubiquity of data science in the modern world. We also give you a bird’s eye view of the subfields of predictive analytics …
In this full length segment we discuss A/B testing: Online experimentation is perhaps the most misused of data science techniques. We will walk through the best practices for designing and evaluating A/B and multi-variate tests. We discuss how to choose …
Last time we prepared our dataset for a join. In this video we’ll use the join data module inside of Azure ML to cross reference each airport id with the airport table to find airport city, airport state, and airport …
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