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所在平台: Udemy |
课程主页: https://www.udemy.com/course/aws-certified-machine-learning-engineer-associate-prep-tests/
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**课程名称：** AWS 认证机器学习工程师 - 助理 (2025 版) **课程概述：** 本课程为 2025 年全新更新的 AWS Certified Machine Learning - Associate (MLA-C01) 考试做准备。本课程全面涵盖以下四个核心领域： * **领域 1：数据工程** * 创建用于机器学习的数据存储库。 * 识别并实施数据摄取解决方案。 * 识别并实施数据转换解决方案。 * **领域 2：探索性数据分析** * 清理和准备数据以进行建模。 * 执行特征工程。 * 为机器学习分析和可视化数据。 * **领域 3：建模** * 将业务问题转化为机器学习问题。 * 为给定的机器学习问题选择合适的模型。 * 训练机器学习模型。 * 执行超参数优化。 * 评估机器学习模型。 * **领域 4：机器学习实现与运维** * 构建兼顾性能、可用性、可扩展性、弹性和容错性的机器学习解决方案。 * 为特定问题推荐并实施合适的机器学习服务和功能。 * 将基本的 AWS 安全实践应用于机器学习解决方案。 * 部署和运维机器学习解决方案。 **练习考试的特色：** * **100+ 道练习题：** 提供 5 套练习考试（每套 20 道题），可在 Udemy 上访问，并可使用 ExamsDigest 的在线考试模拟器，包含 100 多道题目，以评估您的考试准备情况。 * **考试模拟：** 所有练习考试均有时间限制和评分（通过分数为 70%），模拟真实考试环境。 * **详细解释：** 每道题都包含详细的解释，说明每个答案正确或错误的原因。 * **优质内容：** 练习题无错别字和技术错误，提供更愉快的学习体验。 * **实时更新：** 根据真实考试的学员反馈，题库不断更新，定期添加新题目，不断壮大题目总量。 * **移动端访问：** 随时随地学习，所有资源均可通过移动设备访问。 * **退款保证：** 30 天无理由退款保证。
FULLY UPDATED 2025 to the new MLA-C01 - AWS Certified Machine Learning Engineer - Associate exam version!We cover the following domains:Domain 1: Data Engineering1.1 Create data repositories for ML1.2 Identify and implement a data ingestion solution1.3 Identify and implement a data transformation solutionDomain 2: Exploratory Data Analysis2.1 Sanitize and prepare data for modeling2.2 Perform feature engineering2.3 Analyze and visualize data for MLDomain 3: Modeling3.1 Frame business problems as ML problems3.2 Select the appropriate model(s) for a given ML problem3.3 Train ML models3.4 Perform hyperparameter optimization3.5 Evaluate ML modelsDomain 4: Machine Learning Implementation and Operations4.1 Build ML solutions for performance, availability, scalability, resiliency, and fault tolerance4.2 Recommend and implement the appropriate ML services and features for a given problem4.3 Apply basic AWS security practices to ML solutions4.4 Deploy and operationalize ML solutionsKEY FEATURES OF OUR PRACTICE EXAMS100+ PRACTICE QUESTIONS: 5 sets of Practice Exams (with 20 Questions each) available on Udemy and access to the online Exam Simulator from ExamsDigest with a pool of 100+ questions to assess your exam readinessEXAM SIMULATION: All Practice Tests are timed and scored (passing score is 70%) mimicking the real exam environmentDETAILED EXPLANATIONS: Every question includes a detailed explanation that explains why each answer is correct or incorrectPREMIUM-QUALITY: These practice questions are free from typos and technical errors which makes your learning experience much more pleasantALWAYS UP TO DATE: Our question bank is constantly updated based on student feedback from the real exam. New questions are added on a regular basis growing our pool of questionsACCESS ON MOBILE: Study on the go and access all resources from your mobileMONEY-BACK GUARANTEE: 30-day money-back guarantee - no questions asked
