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Implementing the Data Science Workflow in Microsoft Azure

  • Number of Courses8 courses
  • Duration13 hours
  • Skill IQ available Skill IQ

Microsoft Azure contains a massive offering of services that can be used together to implement the data science workflow. This path walks you through this workflow, as it is implemented in Microsoft Azure.

Courses in this path

Beginner

In this section of the path, learners will work through data sourcing and preparation. In addition, the features of Microsoft Azure that help with data exploration are highlighted.

Sourcing Data in Microsoft Azure

  • by Jared Rhodes
  • 1h 12m 16s Duration
  • 4.2  (12)

Cleaning and Preparing Data in Microsoft Azure

  • by Jared Rhodes
  • 1h 7m 30s Duration

Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer

  • by Neeraj Kumar
  • 2h 45m 47s Duration
  • 3.8  (24)

Intermediate

These courses will inform learners on selecting and extracting features using Microsoft Azure services, then building models that consume those features and evaluating their validity.

Feature Selection and Extraction in Microsoft Azure

  • by Xavier Morera
  • 1h 27m 34s Duration

Developing Models in Microsoft Azure

  • by Saravanan Dhandapani
  • 1h 55m 55s Duration
  • 4.4  (16)

Evaluating Model Effectiveness in Microsoft Azure

  • by Tim Warner
  • 50m 59s Duration

Advanced

In this final segment of the path, learners will deploy and manage their models in the Microsoft Azure platform, and learn how to use features of the platform to communicate data insights with others.

Deploying and Managing Models in Microsoft Azure

  • by Jared Rhodes
  • 59m 20s Duration
  • 3.8  (14)

Communicating Insights from Microsoft Azure to the Business

  • by Neeraj Kumar
  • 2h 24m 52s Duration
  • 3.8  (11)

Learn with the best

Jared Rhodes
Jared Rhodes
Jared Rhodes has been working in technology for about 10 years. When he started his education, he didn't consider any of the aspects of software development. For his major, he studied physics. Once he graduated, the job market thought his skills were geared towards software development more than physics. His career started at a solar power installer. It was the same as most careers, fixing web pages and batch jobs. After that, he moved into insurance for a year writing a rating engine to give ra... more
Neeraj Kumar
Neeraj Kumar
With an IT experience spanning over two decades, Neeraj is a Cloud Enthusiast, Enterprise Architect, and Author, currently working as Technology Head - Cloud Operations, MBU at TATA Consultancy Services, managing high-end digital transformation and cloud operation programs using solutions built on AIOps, Data Science, Cognitive Services, Power Platform, M365, Azure, etc. to elevate businesses by maximizing their RoI.
Xavier Morera
Xavier Morera
Xavier Morera is driven by one passion: taking on the challenge of understanding complex topics and sharing that knowledge with others. He’s currently focused on the transformative fields of AI, machine learning, generative AI, search, and big data. As an entrepreneur, project manager, technical author, and trainer, Xavier brings a diverse set of skills and deep expertise to every project he takes on. He holds multiple certifications with Cloudera, Microsoft, and the Scrum Alliance and has been... more
Saravanan Dhandapani
Saravanan Dhandapani
I have worked in IT design, development, and architecture for over a decade for some of the top fortune 100 companies. I have designed and architected enterprise applications and developed scalable and portable software. I am a Google Certified Professional Architect. Critical areas where I have worked are architecture and design using Java, ESB, Tomcat, ReactJS, JavaScript, Linux, Oracle, SVN, GIT, and so on, and cloud technologies, including AWS and GCP.
Tim Warner
Tim Warner
Timothy Warner is a Microsoft Most Valuable Professional (MVP) in Cloud and Datacenter Management who is based in Nashville, TN. His professional specialties include Microsoft Azure, cross-platform PowerShell, and all things Windows Server-related. You can reach Tim via Twitter (@TechTrainerTim), LinkedIn or his blog, AzureDepot.com.

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