The Complete Guide to Azure Machine Learning - 2025 Edition
Master Azure Machine Learning with the latest tools and techniques in 2025
Created by Anand Rao Nednur
Explore the latest tools and techniques for machine learning using Azure in 2025. You will move from foundational concepts to advanced model deployment, all within the Azure ecosystem. Practical demonstrations help you streamline your workflow and apply machine learning to real-world scenarios.
Packt | May 2025 | 993 min
What You Will Learn
You will learn by working directly in Azure ML Studio, following hands-on labs and practical demonstrations. Each step guides you through setting up experiments, preprocessing data, and deploying models. As you progress, you will apply advanced Azure features to real projects and gain confidence managing machine learning workflows.
Key Features
- Build and deploy machine learning models using Azure ML Studio and cloud resources
- Automate model selection and tuning with AutoML for efficient, accurate results
- Address real-world challenges like overfitting and model drift in scalable pipelines
Target Audience
Designed for data scientists, machine learning engineers, and technical professionals ready to deepen their Azure skills. If you have a basic understanding of programming and machine learning, you will benefit from practical experience and actionable insights to deploy and manage models in any industry.
