Microsoft AI-300
Azure ML ArchitectureAzure Machine LearningAzure Auto ML

Microsoft AI-300

IT Standard 16 30 hrs AI Big Data Python

This course introduces the fundamentals of data science and machine learning, focusing on the Microsoft AI-300 exam. Learn to harness Azure Machine Learning to create, train, and deploy models effectively. Engage with core ML concepts and AI-related terms and explore the practical aspects of managing assets in the Azure ML workspace. Gain expertise in optimising and monitoring ML solutions, setting a strong foundation for applying data science and running machine learning workloads on Azure.

Course Enquiry

Learning objectives

  • Master core Machine Learning concepts and prepare for the Microsoft AI-300 exam with an in-depth understanding of AI and its applications in Azure ML.
  • Acquire practical skills in managing data, training models with AutoML and custom scripts, and optimizing ML workflows with Azure ML pipelines.
  • Learn to deploy and utilize models effectively, gaining the ability to implement real-time and batch predictions in Azure Machine Learning environments.

Lesson plan

Introduce Data Science and AI-300 exam | Understand the core concepts of Machine Learning (ML)
Explore Azure ML workspace | Explore Azure ML workspace
Work with data | Understand how to work with data in Azure Machine Learning
AutoML | Understand how to configure and run AutoML job, find the best classification model
Train models with scripts | Understand thow to train models with script in Azure ML workspace
Optimize model training with pipelines | Understand how to optimize and automate model training in Azure ML by using components and pipelines
Deploy and consume models with Azure Machine Learning | Understand how to deploy a model to an endpoint and get real-time or batch predictions by calling the endpoint
AI-300 Mock Exam

Prerequisites

  • Proficient knowledge of Microsoft AI-901
  • Python x AI Course or equivalent

Software

  • Visual Studio Code
  • Python 3.10 or later

Other requirements

  • Requires Azure Credit (Minimum USD 100)

Hardware

  • Notebook/Desktop with updated browser

This course now prepares learners for Microsoft AI-300 (Operationalizing Machine Learning and Generative AI Solutions), which replaces DP-100. Course materials are being updated; contact us for the current syllabus before enrolling.

  • Self-scheduling the exam at your convenience.
  • Candidates who pass the exam with a score of 70% or higher will receive an AI-300 certificate issued by Microsoft.