Microsoft Azure Data Scientist Associate DP-100 Study Guide

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课程主页: https://www.udemy.com/course/microsoft-azure-data-scientist-associate-dp-100-study-guide/

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**Coursera 课程内容摘要:Microsoft Azure 数据科学家关联 (DP-100) 学习指南** 本课程是为准备参加 Microsoft Azure 数据科学家关联 (DP-100) 认证考试的学习者设计的。课程内容紧扣 Microsoft 官方考试大纲,旨在帮助学员提升或巩固其在 Azure 数据科学领域的技能。 **核心学习目标:** 1. **设计和准备机器学习解决方案:** 涵盖构思、规划和搭建机器学习项目的工作流程。 2. **探索数据,并训练模型:** 学习如何有效地分析和理解数据集,以及如何使用不同的算法来训练机器学习模型。 3. **准备模型以供部署:** 掌握将训练好的模型进行优化、打包和准备好上线使用的技术。 4. **部署和重新训练模型:** 学习如何将模型部署到 Azure 环境中,并了解如何根据数据变化和性能反馈来更新和重新训练模型。 **课程特色:** * **提供详尽的解析:** 针对练习题的正确和错误答案都提供详细的解释,帮助学员深入理解相关概念和方法论。 * **充足的练习时间:** 每套练习模拟考试均提供 70 分钟的答题时间,旨在让学员有充足时间学习和巩固知识,而非“与时间赛跑”。 * **侧重知识深度:** 课程的重点在于提供扎实的知识,帮助学员理解和掌握管理简单或复杂服务器环境下的数据科学实践,而非单纯的应试技巧。 完成本课程的学习和练习后,学员将能更好地准备 Microsoft Azure 数据科学家关联 (DP-100) 官方认证考试。

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课程详情

The Microsoft Azure Data Scientist Associate (DP-100) certification contains the official Microsoft objectives that will provide proper knowledge to the candidates with the goal to upgrade their skills or simply to confirm their knowledge. The main objectives are covering the design and preparation of a machine learning solution, exploring data, training and preparing models for deployment as well as retraining model. This practice exam includes explanations for both correct and incorrect answers, providing future candidates to learn and understand the concepts and methodologies that are appended to the Microsoft Azure Data Scientist Associate (DP-100) exam objectives while going through the practice exam.Each of the 4 exams grants the learner with a 70 minutes limited time in order to respond to all questions. The idea is to provide candidates with extended time to learn and confirm their skills while preparing for the certification.The intent here is not a "run against the clock" training exam. It is focused on providing the proper knowledge in regards to server administrators managing simple or complex server environments.The following objectives are covered:1.0 Design and prepare a machine learning solution2.0 Explore data, and train models3.0 Prepare a model for deployment4.0 Deploy and retrain a modelAt the end of this practice exam, candidates will be better prepared for the official Microsoft Azure Data Scientist Associate (DP-100).

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