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AI-900: Classification Model Preparation Importance of Image Labeling

Learn about the significance of labeling images for classification models. Explore how proper labeling influences model training and accuracy in AI applications!

Table of Contents

Question

Assigning classes to images before training a classification model is an example of __________.

A. evaluation
B. feature engineering
C. hyperparameter tuning
D. labeling

Answer

D. labeling

Explanation

Explanation: Labeling involves assigning categories or classes to data instances, such as assigning specific categories to images in the case of classification tasks. This step is crucial for supervised learning, providing the ground truth data necessary for the model to learn and make predictions accurately.

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump

Alex Lim is a certified IT Technical Support Architect with over 15 years of experience in designing, implementing, and troubleshooting complex IT systems and networks. He has worked for leading IT companies, such as Microsoft, IBM, and Cisco, providing technical support and solutions to clients across various industries and sectors. Alex has a bachelor’s degree in computer science from the National University of Singapore and a master’s degree in information security from the Massachusetts Institute of Technology. He is also the author of several best-selling books on IT technical support, such as The IT Technical Support Handbook and Troubleshooting IT Systems and Networks. Alex lives in Bandar, Johore, Malaysia with his wife and two chilrdren. You can reach him at [email protected] or follow him on Website | Twitter | Facebook

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