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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/build-data-science-team
课程评论：没有评论
课程名称：建立数据科学团队 课程概述：数据科学是一项团队运动。作为数据科学的高管，您的工作是招募、组织和管理团队以取得成功。在这一周的课程中，我们将讨论如何找到合适的人选来组成您的数据科学团队，如何组织他们以最大限度地增强他们的能力与成功感，以及如何在团队扩大时进行管理。该课程专注于快速让您掌握建立和管理数据科学团队的过程，旨在为您提供便利而不牺牲任何重要内容。我们将技术信息置于一旁，以便您能专注于管理团队并推动其发展。 完成本课程后，您将能够： 1. 理解数据科学团队中不同角色，包括数据科学家和数据工程师。 2. 了解数据科学团队与组织中其他团队的关系。 3. 知晓不同数据科学团队成员的预期资格。 4. 掌握面试数据科学家的相关问题。 5. 管理团队入职流程的方法。 6. 指导数据科学团队取得成功的策略。 7. 鼓励和赋能数据科学团队的技巧。 学习时间：1周，需投入4-6小时。 课程大纲： - 第一部分：建立数据科学团队 - 描述：欢迎参加建立数据科学团队课程！本课程为单模块，建议在一周内完成，按顺序学习材料效果最佳。每节课包含视频和阅读材料，并配有一个5个问题的测验，需在测验中获得4分或以上才能通过。总体上，测验共有17%的分值，最后一个测验占15%。期待您的参与，并期待您对学习社区的贡献。您可以通过讨论区与同学讨论课程内容并介绍自己。如果有课程内容的问题，请在论坛中发帖以获得帮助。若有Coursera平台的技术问题，请访问学习者帮助中心。祝您学习顺利，享受课程！ - Jeff
Part: 1
Title:Building a Data Science Team
Description:Welcome to Building a Data Science Team! This course is one module, intended to be taken in one week. the course works best if you follow along with the material in the order it is presented. Each lecture consists of videos and reading materials and every lecture has a 5 question quiz. You need to get 4 out of 5 or better on the quiz to pass. Overall the quizzes are worth 17% of your grade each, with the exception of the last quiz, which is worth 15%. I'm excited to have you in the class and look forward to your contributions to the learning community. Click Discussions to see forums where you can discuss the course material with fellow students taking the class. Be sure to introduce yourself to everyone in the Meet and Greet forum.If you have questions about course content, please post them in the forums to get help from others in the course community. For technical problems with the Coursera platform, visit the Learner Help Center.Good luck as you get started, and I hope you enjoy the course! -Jeff
Data science is a team sport. As a data science executive it is your job to recruit, organize, and manage the team to success. In this one-week course, we will cover how you can find the right people to fill out your data science team, how to organize them to give them the best chance to feel empowered and successful, and how to manage your team as it grows. This is a focused course designed to rapidly get you up to speed on the process of building and managing a data science team. Our goal was to make this as convenient as possible for you without sacrificing any essential content. We've left the technical information aside so that you can focus on managing your team and moving it forward. After completing this course you will know. 1. The different roles in the data science team including data scientist and data engineer 2. How the data science team relates to other teams in an organization 3. What are the expected qualifications of different data science team members 4. Relevant questions for interviewing data scientists 5. How to manage the onboarding process for the team 6. How to guide data science teams to success 7. How to encourage and empower data science teams Commitment: 1 week of study, 4-6 hours Course cover image by JaredZammit. Creative Commons BY-SA. https://flic.kr/p/5vuWZz
