AI, SaaS + Machine Learning on Microsoft Azure

AI, SaaS + Machine Learning on Microsoft Azure

5 Episodes

Join Microsoft's Chief Cloud and SaaS Evangelist for an in-depth discussion in our next course, hosted by Peter and Seth Juarez. Over the course of 5 modules, Peter and Seth will dive deep into cloud computing, cloud-based AI services, machine learning, and the Microsoft Azure product suite. 

Seth Juarez is the Principal Cloud Advocate at Microsoft. He received his Bachelors Degree in Computer Science at UNLV with a Minor in Mathematics. He also completed a Masters Degree at the University of Utah in the field of Computer Science. Seth does research in Artificial Intelligence, specifically in the realm of Machine Learning. He also dabbles in Quantum Computing.

AI, SaaS + Machine Learning on Microsoft Azure
  • Microsoft Azure: Module 1 - Introduction to AI + Machine Learning

    Episode 1

    Join Microsoft's Chief Cloud and SaaS Evangelist for an in-depth discussion in our next course, hosted by Peter and Seth Juarez. Over the course of 5 modules, Peter and Seth will dive deep into cloud computing, cloud-based AI services, machine learning, and the Microsoft Azure product suite. 

    Se...

  • Microsoft Azure: Module 2 - Using Prebuilt AI Models

    Episode 2

    Resources:
    AI Models: http://aka.ms/xmodels
    Prebuilt AI Models: http://aka.ms/cogsvcsdocs
    Text Analytics: http://aka.ms/cogsvcstext
    Speech: http://aka.ms/cogsvcsspeech
    Computer Vision: http://aka.ms/cogsvcsvision

  • Microsoft Azure: Module 3 - Customizing Prebuilt AI Models

    Episode 3

    Resources:
    AI Models: http://aka.ms/xmodels
    Cognitive Services: http://aka.ms/cogsvcsdocs
    Custom Vision: http://aka.ms/cogsvcscustomvision
    LUIS: http://aka.ms/cogsvcluis

  • Microsoft Azure: Module 4 - Building Custom Models

    Episode 4

    Resources:
    Azure Machine Learning: http://aka.ms/amlcontent
    Automated Machine Learning: http://aka.ms/amlauto
    Azure Machine Learning Visual Designer: http://aka.ms/amldesign
    Compute Instances: http://aka.ms/amlcomputeinst

  • Microsoft Azure: Module 5 - End to End Machine Learning

    Episode 5

    Resources:
    Azure Machine Learning: http://aka.ms/amlcontent
    Automatic hyper parameter tuning: http://aka.ms/amlhyperparam
    Azure Machine Learning pipelines: http://aka.ms/amlpipes
    Continuous Integration and Delivery: http://aka.ms/amlmlops
    Model freshness strategies (data drift): http://aka.ms/aml...