What you’ll learn
After completing this course, students will be able to:
Design and prepare a machine learning solution
Explore data and train models
Prepare a model for deployment
Deploy and retrain a model
Microsoft Azure at Lumify Work
Lumify Work has been delivering effective training across all Microsoft products for over 30 years. We are proud to be both Australia's and New Zealand’s first Microsoft Gold Learning Solutions Partner and the winner of the Microsoft MCT Superstars Award for FY24, which formally recognises us as having the highest quality Microsoft Certified Trainers (MCTs) in ANZ. All Lumify Work Microsoft Azure courses follow Microsoft Official Curriculum (MOC) and are led by MCTs.
Who is the course for?
This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.
Course subjects
Design a machine learning solution
Explore and configure the Azure Machine Learning workspace
Work with data in Azure Machine Learning
Work with compute in Azure Machine Learning
Experiment with Azure Machine Learning
Use notebooks for experimentation in Azure Machine Learning
Train models with scripts in Azure Machine Learning
Optimise model training with Azure Machine Learning
Manage and review models in Azure Machine Learning
Deploy and consume models with Azure Machine Learning
Prerequisites
Successful Azure Data Scientists start this role with a fundamental knowledge of cloud computing concepts, and experience in general data science and machine learning tools and techniques.
Specifically:
Creating cloud resources in Microsoft Azure.
Using Python to explore and visualize data.
Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow.
If you are completely new to data science and machine learning, please complete Microsoft Azure AI Fundamentals first.
FREE E-BOOK: The New Era of Cloud Computing
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Terms & Conditions
The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.