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所在平台: Udemy |
课程主页: https://www.udemy.com/course/microsoft-azure-data-scientist-associate-dp-100-test/
课程评论：没有评论
**课程名称：** Microsoft Azure 数据科学家助理 (DP-100) 考试准备 **课程概述：** 本课程旨在帮助学员掌握运用 Azure 机器学习服务在 Azure 上实施和运行数据科学及机器学习工作负载的知识与技能。学员将学习如何规划和创建适合数据科学工作负载的 Azure 工作环境，运行数据实验，以及训练预测性机器学习模型。数据科学家是当前高薪职业之一，平均年薪远超全国平均水平，展示了该领域的巨大潜力。 **学习目标：** * 管理 Azure 上的机器学习资源 * 运行实验和训练模型 * 部署和运维机器学习解决方案 * 实施负责任的机器学习 **目标受众：** * 希望成为 Azure 数据科学家的专业人士 * 准备参加 Microsoft DP-100 考试的考生 **先决条件：** * 扎实的 Microsoft Azure 基础知识 * 具备使用 Python、Numpy、Pandas、Matplotlib 等库处理数据的经验 * 理解数据科学概念，包括数据准备以及使用 Scikit-Learn、PyTorch、Tensorflow 等库训练机器学习模型 **课程大纲（DP-100 考试重点）：** * 设置 Azure 机器学习工作区 (30-35%) * 运行实验和训练模型 (25-30%) * 优化和管理模型 (20-25%) * 部署和使用模型 (20-25%) **考试信息：** * **考试形式：** 约 40-60 道题目，题型可能包括基于场景的单选、多选、排序、拖放、标记回顾等。 * **考试费用：** 165 美元（不含税）
The DP 100 Microsoft Azure Data Scientist Certification is aimed towards those who apply their knowledge of data science and machine learning to implement and run machine learning workloads on Azure, using Azure Machine Learning Service. This implies planning and creating a suitable working environment for data science workloads on Azure, running data experiments, and training predictive ML models.The average salary for a Data Scientist is $117,345/yr as of some resources. This is above the national average of $44,564. Hence, a Data Scientist makes 163% more than the national average salary!Learning ObjectivesManage Azure resources for machine learningRun experiments and train modelsDeploy and operationalize machine learning solutionsImplement responsible machine learningIntended AudiencePeople who want to become Azure data scientistsPeople preparing for Microsoft's DP-100 examPrerequisitesFundamental knowledge of Microsoft AzureExperience in writing Python code to work with data, using libraries such as Numpy, Pandas, and MatplotlibUnderstanding of data science; including how to prepare data, and train machine learning models using common machine learning libraries such as Scikit-Learn, PyTorch, or TensorflowAZ-104 Course OutlineNow, the candidate should get an idea about the course structure. Below, we are mentioning the course outline that the candidate should know in order to pass the DP-100 exam.Set up an Azure Machine Learning workspace (30-35%)Run experiments and train models (25-30%)Optimize and manage models (20-25%)Deploy and consume models (20-25%)Exam FormatIn order to know the difficulty level, one should know the basic details of the exam.So, the Microsoft Azure Administrator (AZ-104) exam consists of 40-60 questions.Also, the types of questions that candidates can face in the exam include scenario-based single answer questions, multiple-choice questions, arrange in the correct sequence type questions, drag & drop questions, mark review, drag, and drop, etc.Furthermore, to apply for the exam, the examination fee is $165 USD without taxes.
