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学生对 Johns Hopkins University 提供的 Building a Data Science Team 的评价和反馈

4.5
3,324 个评分

课程概述

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...
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Applicable teachings

(79 条评论)

Brief, helpful lectures

(11 条评论)

热门审阅

PV

Jan 22, 2017

Good overview of forming Data science team. The challenges are typical of any SDLC project. However I was looking to glean some specific challenges between DSc team and product or marketing teams.

EB

Dec 22, 2024

Great overview of the responsibilities of a data science team manager, interaction with internal and external teams, and guidelines to keep a data science team motivated.

筛选依据:

301 - Building a Data Science Team 的 325 个评论(共 449 个)

创建者 Maxim S

Dec 4, 2020

Quizes contain mistakes, some of them did not accept answers which are definitely right (as it was told ithe lectures). Some mistake were not improved since 2015, according to threads from forum.

创建者 Ryan V

May 22, 2016

Good but should come after the Managing Data Analysis for understanding better what the people you hire are actually going to do. Preventing the "Dilbertification" of the data science manager.

创建者 Kristin S

Aug 14, 2023

Applied advice for the manager of the data science team. Much of the content will be familiar for those with a background in management or are common sense, but a useful reminder nevertheless.

创建者 Clifton d L

Nov 20, 2017

I found this course useful, especially the hints regarding a code of conduct for Data teams and the interactions with other teams. Also a good refresher on general team-leadership/management.

创建者 JOSEPH A

Apr 16, 2018

Excellent content - delivery could be improved somewhat but happy overall. Lots of practical advice relevant to the job and team dynamics. Read the supplementary material/links

创建者 Vaughan W

Jan 31, 2017

Good overview of the roles and skills needed, but loses a little momentum when it gets into the team management side of things, which is covered in many other business courses.

创建者 Ravi K S

Apr 4, 2018

1 start less because of the ever-confusing quiz questions. Hit and trials make you go mad, and insance when you figure out the correct answer that you couldn't have imagined.

创建者 Fuzzy C

Mar 13, 2016

This class had hard quiz.

Sometimes it seemed very basic, but some are hard unless you read and learn really well. Great class/knowledge. Practical real-life examples help.

创建者 Jeffrey M S

Aug 15, 2017

This course had a lot of practical, helpful guidelines for managing technology professionals in general, in addition to specific pointers for managing a data science team.

创建者 Deleted A

Sep 3, 2018

Team building is common. Could have cited examples of skill sets needed and how to keep track of changing industry and academia needs for building a team

创建者 Sergey V

Feb 13, 2018

Most of what has been said can be applied for building Software Engineering Team. Nothing special if you have experience in managing Software Engineers.

创建者 Dan O

Apr 24, 2016

Useful information indeed, but still running into some disconnects between the course material and the tests, which is definitely very frustrating.

创建者 Shriniwas S U

May 18, 2020

Basic course of DS and I think its not that much effective for those who are already did some basic courses on data science.

Good for very beginner

创建者 m k

Jun 18, 2020

It was fun and help me understand and enlighten me on how the team works and what is the problem we have to tackle within and outside the team.

创建者 Guy B

Feb 12, 2016

Gives a good idea of the roles required to build a competent team, dispelling the myth of the all encompassing data science guru

创建者 Alfredo P J

Jan 13, 2018

Great summary of mangement a Data Science Team!-. Includes roles on multiple entrepreneur configurations depending on size.

创建者 Ben G

Apr 6, 2017

Some of the multiple choice questions are _really_ more opinion than fact - making it almost impossible to get them "right"

创建者 Azran O

Jan 12, 2017

Good pointers but not a lot of unique new insights. A lot of this is based on building any team, not unique to Data Science

创建者 Alfredo A C

Jan 9, 2017

Short, well organized, and very useful. Perhaps quizzes could be improved in order to address more relevant topics. Thanks!

创建者 Paul M

May 16, 2017

Good course; enjoyed the content; learned quite a bit, although the management elements for pretty basic management tasks.

创建者 Diego S

Oct 4, 2016

This course gave me good insight about building a data science team that can be easily related to my work environment.

创建者 Kelly H

Feb 29, 2016

I think the questions in this course do not map as well as they could to the lectures. But, overall it's very helpful.

创建者 Michele S

Jun 2, 2020

Very interesting perspectives from Professionals

Useful tips and great additional resources shared from the teacher

创建者 Synthia

Feb 17, 2019

A great guide to anyone who is building a data science. The professor explained all the topics really well

创建者 Victoria F M

Oct 26, 2022

I like this course a lot as it covers the basics on forming and managing a team. very good reminders