Data Science on Azure

PT27482
Summary
Data Science includes statistics, data visualization and exploration, and Machine learning. Since Microsoft Azure is the second-largest cloud computing provider, knowledge of its Data Science capabilities is essential for building best-of-breed solutions. Azure’s particular strength is in the usability and integration with the Microsoft stack. In this course, the students will get an overview of ML with Python and R, the two standard environments for ML. They will also learn the specifics of the Azure and the capabilities that it offers to ML developers. One of the goals of the course is to prepare the students for taking the Azure certification exam.
Prerequisites
Attendees should possess an interest in Machine Learning (though, an overview is included in the course). Familiarity with Python or R is a plus.
Duration
4 Days/Lecture & Lab
Audience
The audience for this class includes Developers and Architects.
Topics
  • Introduction to Machine Learning
  • Introduction to R
  • Introduction to Python
  • R Visualization in Power BI
  • Azure Databricks – Spark
  • Machine Learning in Azure
  • Machine Learning in Azure Stream Analytics
  • Data Science Virtual Machine and AI Frameworks

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