Data Science Capstone

Data Science Capstone

Archived
Course
en
English
28 h
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Source
  • From www.coursera.org
Conditions
  • Self-paced
  • Free Access
  • Fee-based Certificate
More info
  • 7 Sequences
  • Introductive Level

You can't access an archived course

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Course details

Syllabus

  • 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.

Prerequisite

None.

Instructors

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

Editor

Johns Hopkins University (JHU) is a private American university located in Baltimore, Maryland. It also has campuses in Washington, D.C. Bologna, Italy, Singapore and Nanjing, China. It owes its name to Johns Hopkins, a wealthy entrepreneur who bequeathed 7 million dollars to the university on his death.

One of the most prestigious universities in the United States (especially for its faculties of medicine and public health, as well as its school of international affairs), the institution defines itself as the country's leading "research university". At the beginning of its history, it was mainly inspired by the University of Heidelberg and the German educational model of Wilhelm von Humboldt. In 2019, 39 Nobel Prize winners have their names associated with the university.

Platform

Coursera is a digital company offering massive open online course founded by computer teachers Andrew Ng and Daphne Koller Stanford University, located in Mountain View, California. 

Coursera works with top universities and organizations to make some of their courses available online, and offers courses in many subjects, including: physics, engineering, humanities, medicine, biology, social sciences, mathematics, business, computer science, digital marketing, data science, and other subjects.

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