Data Science Capstone
link 来源:www.coursera.org
list 7个序列
assignment 等级:入门
chat_bubble_outline 语言:英语
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他们选择Edflex来发展业务技能。

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关键信息

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timer 28小时总数

关于内容

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.

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课程大纲

  • Week 1 - Overview, Understanding the Problem, and Getting the Data
    This week, we introduce the project so you can get a clear grip on the problem at hand and begin working with the dataset.
  • Week 2 - Exploratory Data Analysis and Modeling
    This week, we move on to the next tasks, exploratory data analysis and modeling. You'll also submit your milestone report and review submissions from your classmates.
  • Week 3 - Prediction Model
    This week, you'll build and evaluate your prediction model. The goal is to make your model efficient and accurate.
  • Week 4 - Creative Exploration
    This week's goal is to improve the predictive accuracy while reducing computational runtime and model complexity.
  • Week 5 - Data Product
    This week, you'll work on developing the first component of your final project, your data product.
  • Week 6 - Slide Deck
    This week, you'll work on developing the second component of your final project, a slide deck to accompany your data product.
  • Week 7 - Final Project Submission and Evaluation
    This week, you'll submit your final project and review the work of your classmates.
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教师

Jeff Leek, PhD
Associate Professor, Biostatistics
Bloomberg School of Public Health

Roger D. Peng, PhD
Associate Professor, Biostatistics
Bloomberg School of Public Health

Brian Caffo, PhD
Professor, Biostatistics
Bloomberg School of Public Health

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内容设计师

Johns Hopkins University
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
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平台

Coursera

Coursera是一家数字公司,提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。

Coursera与顶尖大学和组织合作,在线提供一些课程,并提供许多科目的课程,包括:物理,工程,人文,医学,生物学,社会科学,数学,商业,计算机科学,数字营销,数据科学 和其他科目。

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