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所在平台: Udemy |
课程主页: https://www.udemy.com/course/dp-100-azure-data-scientist-associate-complete-exam-guide/
课程评论:没有评论
课程名称:DP-100 Azure 数据科学家助理完整考试指南 课程概述:您是否希望快速构建、部署和扩展数据科学和机器学习解决方案,而不需要深入了解代码、担心容器/端点或编写数据管道?您是否想学习并掌握微软的企业级服务 Azure Machine Learning,获取端到端的机器学习生命周期工具?您是否希望更快、更有信心地构建、部署和管理高质量模型?您是否想获得微软的认证,以便在简历中展示您在使用 Azure Machine Learning 部署数据科学解决方案方面的能力?如果您希望初次尝试就通过 Microsoft DP-100 考试,寻找一个包含所有您需要的资源以获得 DP-100 认证的课程,那么这个课程就是为您准备的。 该课程包含超过 15 小时的教学内容,包括视频讲座、演示、实际应用和练习考试,是您通过 DP-100 考试和获得认证所需的完整指南。课程涵盖 62 个学习目标的详细讲解、演示和练习题,为您的成功提供结构化支持。 DP-100 认证是微软提供的一项考试,旨在证明您能够使用 Azure Machine Learning 设计、构建和部署机器学习解决方案。考试通常包含 40-60 个问题,持续约 2 小时。课程将帮助您掌握 Azure Machine Learning 和其底层服务。 课程大纲包括: - 介绍:了解 DP-100 考试及成功的最佳方法 - 环境设置:设置 Azure 账户并复习课程大纲 - 学习目标 1:设计和准备机器学习解决方案(20-25%) - 学习目标 2:探索数据和训练模型(35-40%) - 学习目标 3:为部署做好模型准备(20-25%) - 学习目标 4:部署和重训练模型(10-15%) - 练习考试:验证学习成果 - 结论:参加考试,获得认证及未来步骤 通过本课程,您将能够深入了解 Azure Machine Learning,从基础的无代码设计工具到使用 Python SDK 的完全定制化代码部署,帮助您在数据科学和机器学习领域建立扎实的基础。
Do you want to quickly build, deploy, and scale Data Science and Machine Learning solutions, without knowing any in-depth code, worrying about containers / endpoints, or coding data pipelines?Do you want to learn and master Azure Machine Learning, an enterprise-grade service by Microsoft that gives you tools for the end-to-end machine learning lifecycle?Do you want to build, deploy, and manage high quality models faster and with confidence?Do you want to be certified from Microsoft, so that you can put it on your Resume/CV and showcase to potential employers that you know how to deploy Data Science solutions using Azure Machine Learning?Do you want to pass the Microsoft DP 100 on the first try, and want one single complete resource that has everything you need for the DP-100 certification?Then this is the course for you. Learn from over 15 hours of instructional content with video lectures, demos, real-life applications, and practice exams, with the only complete guide to everything you need to know to pass the DP-100 exam and receive your certification.This course gives you all the training you need to pass - with detailed lectures, demos, and practice questions for each of the 62 learning objectives within the DP100 curriculum. This course gives you the structure you need to succeed - we go through each learning objective in sequential order, so that you are never lost.This course is also for those students who want to learn Azure Machine Learning, and its underlying services. Along with the training required to pass the DP 100 certification, students master this tool.DP-100 Designing and Implementing a Data Science Solution on Azure and Azure Data Scientist Associate certification is also called DP-100, DP100, and DP 100 certifications, and so these are used interchangeably.What is the DP-100?The DP-100 is a certification exam offered by Microsoft, that enables you to receive the Azure Data Scientist Associate certification. The exam covers how to design, build, and deploy a Machine Learning solution using Azure Machine Learning. The certification enables you to proves to employers and clients that you can build and operationalize Machine Learning and Data Science solutions and understand the core capabilities of the Azure Machine Learning. The exam format varies, but is most often 40-60 questions within about 2 hours. DP-100 is also referred to as DP 100 or DP100.What is this course all about?The purpose of this course is to prepare you for the DP 100 Designing and Implementing a Data Science Solution on Azure exam, so that you can pass it on the first try. It offers you dedicated video lectures, walk through demos, real-life applications, and practice exams to maximize your chances of success. This course covers 100% of the 62 learning objectives in Microsoft's curriculum, and trains you to receive the certification on the first try.What does the DP-100 cover?The DP-100 covers how to use Azure Machine Learning to design and implement a Data Science and Machine Learning solution. Specifically, it covers how to design and prepare a Machine Learning solution, how to explore data and train models, how to prepare a model for deployment, and how to deploy and retrain a model. The curriculum covers everything about Azure Machine Learning Studio, in both the designer (no-code) workflow, the Automated ML workflow, and the coding (Python SDK, Notebooks) workflow.What are the prerequisites of taking the DP-100?Candidates should have subject matter expertise in applying data science and ML to implement and run ML workloads.What is Azure Machine Learning?Azure Machine Learning (or Azure ML for short) is a service from Microsoft to create, validate, and deploy Machine Learning and Data Science solutions. It covers everything you would need, from data preparation, to model training and validation, to endpoint model management, and monitoring / model management. It makes it easier for anyone to deploy Data Science and Machine Learning solutions, especially if you are not familiar with Data Science algorithms, container management, compute monitoring, etc. - it does that all for you. Azure Machine Learning lets Data Scientists focus on what matters most, and automates the rest. It gives the power of Data Science and Machine Learning to anyone.Why is Azure Machine Learning so important?Azure Machine Learning is Microsoft's way to democratize Machine Learning and Data Science to the everyday user.Why should you get the DP-100 certification?The DP-100 certification from Microsoft is a recognized way to prove that you understand and can use Azure Machine Learning to build business critical machine learning models at scale. You can use the knowledge you learn in the DP-100 course to create impact in your organization, but deploying predictive services and endpoints. You can add it to your resume to significantly boost your chances of employment. Most employers even cover the cost of the training and exam because of the value that this certification provides. In certain countries, you can even receive ACE college credits.Why choose this course?Complete guide - this is the 100% complete, start to finish zero to hero training guide to passing the DP 100 exam. It includes lectures, demos, study guides, practice exams, and more. It is the only resource that you will ever need to ace the exam. It contains over 15 hours of instructional content!Full coverage - we go through Microsoft's curriculum one-by-one and cover all aspects of each of the 62 different learning objectives. This means no surprises on the exam, and it ensures that you are best prepared to pass the DP-100 exam on the first try.Structured to succeed - the course mirrors Microsoft's DP 100 curriculum exactly. Each of the 62 learning objectives has a combination of a PDF study guide, full video lectures, full video walk through demos, and application.Instructional and applicable - we not only go through important concepts, but also apply them as we are building our application so that we can solidify them. This is not only a walkthrough of the all the features and theoretical concepts, but a DP-100 course that actually builds applications with youPractice exams - this course contains practice exams with questions that exactly mirror the types of questions found on the DP-100 exam. Use them to validate your knowledge and find weaker areas where you need to review.Step by step - each learning objective within Microsoft's DP 100 curriculum is covered in order, step by step. This ensures that you never get lost in the course.Teacher response - if there's anything else you would like to learn, or if there's something you cannot figure out, I'm here for you! Look at the ways to reach out videoCommunity - when you enroll in this course, you join a DP100 community full of learners just like youMaster a new tool - Learn Azure Machine Learning, from basic no-code designer tools to fully customized code deployments using Python SDKCourse overview theoryThe course follows exactly according to DP100 curriculum, based on 62 learning objectives (LO) that Microsoft has defined. Everything in this course is made to maximize your chances of passing the exam. For each learning objective, the course offers a combination of guided lecture videos, walk-through demos, and application. We then end with practice exams.Course overviewIntroduction - learn about the DP 100 exam and how best to succeedEnvironment Setup - set up an Azure account so you can follow along, and review the curriculumLO1: Design and prepare a machine learning solution (20-25%)LO2: Explore data and train models (35-40%)LO3: Prepare a model for deployment (20-25%)LO4: Deploy and retrain a model (10-15%)Practice Exams - practice what you have learned to validate your knowledgeConclusion - take your exam, earn your certification, and next stepsIcons by Freepik / Flaticon. Music by Bensound.