The Complete Guide to Azure Machine Learning - 2025 Edition: Master Azure Machine Learning with the latest tools and techniques in 2025

Anand Rao Nednur

€82.99

Video May 2025 16hrs 33mins 1st Edition

Anand Rao Nednur

€82.99

Video May 2025 16hrs 33mins 1st Edition

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Key benefits

Real-world, hands-on demonstrations using Azure ML Studio
Advanced Azure tools such as AutoML, Model Management, and MLOps
Scalable machine learning pipelines for efficient, reproducible workflows

Description

This course empowers professionals to master Azure Machine Learning, a leading tool for developing and deploying ML models. Starting with key machine learning concepts, you’ll dive into supervised, unsupervised, and reinforcement learning, applying them through Azure ML Studio. Hands-on labs will guide you through setting up experiments, preprocessing data, and selecting the best models for your tasks. You’ll also explore advanced topics like model evaluation, optimization, and deployment using Azure’s cloud resources, ensuring efficient and scalable workflows. With Azure’s flexible ecosystem, you’ll manage data, automate tasks with AutoML, and address challenges like overfitting and model drift. The course covers real-world applications in industries like healthcare and finance, while also introducing Generative AI tools like GPT and DALL·E. Ethical AI practices are emphasized, preparing you to build responsible, scalable AI systems. This course equips you with the skills to deploy, monitor, and improve ML models in any industry.

Who is this book for?

This course is aimed at data scientists, machine learning engineers, and professionals with a technical background who wish to leverage Azure’s machine learning capabilities. Prerequisites include basic knowledge of programming (preferably Python) and familiarity with machine learning concepts.