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Monday, Feb. 24, 2025 | 2:00 PM - 3:00 PM UTC+8:00

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Monday, February. 24, 2025

06:00 AM - 07:00 AM UTC+00:00

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Overview

This course is designed to equip learners with a foundational understanding of the essential metrics and techniques used to evaluate machine learning models. Participants will explore various performance metrics such as accuracy, precision, recall, F1-score, ROC-AUC, and more, while gaining insights into when and why each metric is appropriate. Through practical examples and real-world scenarios, this course will enable learners to confidently assess model performance, identify potential issues, and make informed decisions about model improvements.

Topics

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This course is designed to equip learners with a foundational understanding of the essential metrics and techniques used to evaluate machine learning models. Participants will explore various performance metrics such as accuracy, precision, recall, F1-score, ROC-AUC, and more, while gaining insights into when and why each metric is appropriate. Through practical examples and real-world scenarios, this course will enable learners to confidently assess model performance, identify potential issues, and make informed decisions about model improvements.https://survey.alibabacloud.com/uone/sg/survey/q2Qo0oSTa

Speaker(s)

  • Papon Y

    Alibaba Cloud Academy Training Advisor

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