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Using Advanced Machine Learning Models

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danielleb
Microsoft

What happens when you encounter large data sets that are more nuanced than a set of concrete numbers? When you begin to explore natural language, or data sets with many potential influential features, you require more complex and predictive machine learning models. In this advanced Data Science workshop, learn about K-Means, Naive Bayes, and Regression models that will better support complex data and questions. You should have some basic data cleansing, manipulation, and preparation in Python prior to attending this workshop. You are likely someone who is interested in data science, and has 1-2 years coding in Python, or another programming language and feel comfortable enough with Python to be able to code in it during the workshop. You are interested in learning about how to apply advanced machine learning models to data that you have prepared. . You should bring your own laptop (Windows or Mac) with an Internet browser. You will be using Azure Notebooks, a cloud-based Jupyter Notebooks instance. All you will need is a Microsoft Account, which only requires an email address and for which you can sign up for at the event."

9.30am – 10:00am Registration
10:00am - 11:00am K-Means
11:00am - 12:00pm Naïve Bayes
12:00pm - 1:00pm Lunch
1:00pm - 2:00pm Linear Regression
2:00pm - 2:15pm Break
2:15pm - 3:45pm Machine Learning Capstone Project
3:45pm - 4:00pm Wrap Up

  • Azure Machine Learning

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