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    Machine Learning in the Enterprise

    Machine Learning in the Enterprise

    magic_button Machine Learning Models Machine Learning Model Training Machine Learning
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    32 个小时 入门级 universal_currency_alt 26 积分

    This course takes a real-world approach to the ML Workflow through a case study. An ML team faces several ML business requirements and use cases. The team must understand the tools required for data management and governance and consider the best approach for data preprocessing.

    The team is presented with three options to build ML models for two use cases. The course explains why they would use AutoML, BigQuery ML, or custom training to achieve their objectives.

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    Machine Learning in the Enterprise徽章
    info
    课程信息
    目标
    • Describe data management, governance, and preprocessing options.
    • Identify when to use Vertex AutoML, BigQuery ML, and custom training.
    • Implement Vertex Vizier Hyperparameter Tuning.
    • Explain how to create batch and online predictions, setup model monitoring, and create pipelines using Vertex AI.
    前提条件
    Some familiarity with basic machine learning concepts Basic proficiency with a scripting language; Python preferred
    受众
    • Data Analysts
    • Data Engineers
    • Data Scientists
    • ML Engineers
    • ML Software Engineers
    支持的语言
    English, español (Latinoamérica), 日本語, français, 한국어, português (Brasil), and italiano
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