Image Classification with Azure Custom Vision

Computer vision is transforming how we analyze visual data, but building image classifiers from scratch often requires complex deep learning code. The Azure Custom Vision web portal provides a user-friendly, cloud-based environment to train powerful image recognition models quickly and efficiently.\n\nIn this text-only course, you will learn how to navigate the Custom Vision portal, prepare and tag your image datasets, and train a model to distinguish between different categories. You will gain the confidence to apply cloud-based machine learning to real-world visual classification tasks.\n\nWhat you'll learn:\n- Understand the foundational concepts of computer vision and image classification.\n- Configure and set up a Custom Vision project within the Azure portal.\n- Organize, upload, and tag image datasets for optimal model training.\n- Train and evaluate classification models using built-in performance metrics.\n- Test your trained model with new images directly inside the portal interface.\n- Apply modern best practices for handling data bias and improving classification accuracy.\n\nThe course begins with core machine learning and computer vision terminology before guiding you step-by-step through dataset preparation, portal configuration, model training, and testing.\n\nThis course is designed for absolute beginners, with no prior programming experience or machine learning background required.\n\nStart reading today and build your first cloud-based image classifier.