Introduction to Artificial Intelligence and Machine Learning in Azure

Learn how to implement AI and ML techniques on Azure

Duration

2 Day

Level

Basic Level

Design and Tailor this course

As per your team needs

Overview

The Introduction to Artificial Intelligence (AI) and Machine Learning (ML) in Azure training course is designed to explore the different AI and ML services and capabilities in Microsoft Azure. 

The course begins by diving into the comprehensive set of AI services including Cognitive Services and Bots. Next, the course covers custom models with ML for different scenarios. The course concludes with modeling in ML Studio. 

Audience

  • Data Engineers
  • Data Scientists
  • Data Evangelists
  • Software Engineers having basic AI/ML Knowledge

Prerequisites

Knowledge of Python and Basics of AI & ML

Curriculum

  • Getting started with AI on Azure
  • Azure AI Platform Stack
  • Walkthrough of Azure AI/ML Services
  • Azure Machine Learning Studio
  • Machine Learning Pipelines
  • Training, Deploying, Predicting, Scaling, & Monitoring ML Model
  • Cognitive Services
    • Vision
    • Speech
    • Knowledge
    • Language
    • Search
  • AutoML
  • Transfer Learning
  • Build Your Own Model (BYOM) using Python
  • Build Your Own Model (BYOM) using UI

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