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AI Fundamentals using Microsoft Azure

$20,000.00

This 3 day course will prepare student in understanding the fundamentals of Artificial Intelligence and Machine Learning in general and comprehending the workloads, processes and considerations when working with AI and ML not only in Microsoft Azure, but also other public clouds and their own data centers as well.

SKU: AZ-AI Categories: , Tags: , ,

This 3 day course will prepare student in understanding the fundamentals of Artificial Intelligence and Machine Learning in general and comprehending the workloads, processes and considerations when working with AI and ML not only in Microsoft Azure, but also other public clouds and their own data centers as well.

*Attendees will receive an email within 7 days of the training class with a Microsoft Teams registration link

** 8 attendees max Please contact us if you have more than 8 attendees.

Day1:

  • Introduction to Artificial Intelligence and Machine Learning
  • Prediction and Forecasting Workloads
  • Anomaly Detection Workloads
  • Natural Language Processing Workloads (Generative AI)
  • Computer Vision Workloads
  • AI Accountability, safety, Privacy, Transparency, Inclusiveness, Reliability and Fairness

Day 2:

  • Fundamental Principles of Machine Learning on Azure
  • Working with Datasets
  • Lab – Working with Datasets
  • Machine Learning Algorithms
  • Machine Learning Techniques
  • Demonstration of working with Azure ML Workspaces
  • Lab on creating a Azure Machine Learning Workspace
  • The difference between Automated Machine learning, Visual Designer based ML and Notebook based ML
  • Lab on Automated Machine Learning
  • Feature Engineering

Day 3:

  • AI Vision Service
    • Image Analysis
    • OCR
    • Face API
    • Lab – AI Vision Service
  • Natural Language Processing and Conversational AI
    • Key Phrase Extraction
    • Language Detection
    • Sentiment Analysis
    • Named Entity Recognition
    • AI Translator
    • Speech Service
    • Lab – NLP Service

 

 

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