About this Program
Organizations of all kinds accumulate huge amounts of data, but they often struggle to make sense of it. The role of the data scientist — turning data into meaningful, actionable insights — is increasingly crucial as companies strive to stay ahead of the competition.
In this three-course certificate program, you’ll discover how to apply cutting-edge tools and processes to extract meaning from data. Use machine learning algorithms and statistical analysis to analyze real-life data scenarios and help make informed business decisions. Take your data analytics abilities, and your career, to the next level.
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DESIGNED FOR
Technical professionals with data and programming experience who want to learn how to apply statistical techniques, machine learning and predictive analytics.
See Requirements
ADMISSION REQUIREMENTS
To apply, you must have:
COMPUTER PROGRAMMING SKILLS
A score of 8/15 on the programming section of the data science assessment quiz
A high level of applied computer programming ability as demonstrated by one of the following:
Successful completion of three or more quarters of increasingly advanced college-level coursework in the same computer programming language (preferably Python, R, Java, or C#)
Equivalent work experience in computer programming, including tasks requiring application of numerical and logical reasoning, control structures, and complex procedures
Successful completion of Foundations of Programming (Python) , Programming in Python and Advanced Programming in Python
QUANTITATIVE SKILLS
A score of at least 8/15 in the quantitative section of the data science assessment quiz
A high level of applied quantitative ability as demonstrated by one of the following:
Successful completion of college-level coursework in calculus, statistics and linear algebra
Equivalent work experience in quantitative methods, including tasks requiring calculus, statistics and linear algebra
Successful completion of Foundations of Statistics
Also Recommended
Strong written communication skills to be able to articulate problems, rationalize approach and comment code
Willingness to learn basic Python syntax if needed
Ability to debug code, including the willingness to find and apply information found in Python documentation
English Proficiency
If English is not your native language, you should have at least intermediate English skills to enroll. To learn more, see English Language Proficiency Requirements – Noncredit Programs .
International Students
Because this offering is 100 percent online, no visa is required and international students are welcome to apply. For more information, see Admission Requirements for International Students .
TECHNOLOGY REQUIREMENTS
Access to a computer with:
A recent operating system and a current web browser such as Internet Explorer, Safari, Firefox or Chrome
At least 4GB and preferably 8GB of RAM
Administrator privileges to install software
Anaconda Distribution with Python 3.7+ version
High-speed internet connection
Headset and webcam (recommended)
Dual monitors (recommended)
Earning the Certificate
You earn the certificate by adhering to the program's attendance policy and successfully completing all required courses. For more information, see Earning the Certificate .
Video Overview
Learn more about the UW Certificate in Data Science from instructor Stephen Elston, the managing director of Quantia Analytics.
Duration: 01:20
Play
WHAT YOU’LL LEARN
What the data science process looks like for business, scientific research and other fields
How to build a data science pipeline
Data exploration and visualization
Statistical techniques and machine learning algorithms
GET HANDS-ON EXPERIENCE
Use the Python programming language to manipulate and visualize data
Complete milestone projects to demonstrate your data science skills
Choose the Right Format for You
This certificate program is part of Career Accelerator , which offers a variety of flexible learning formats online and in the classroom. Learn more about our self-paced online option .
APPLY FOR A SCHOLARSHIP
You may be eligible to apply for a UW Certificate Scholarship or Rotary Scholarship to cover most of the costs of this program. Scholarships are awarded based on financial need and the potential of the program to positively impact your career. For more information, see the Scholarships page.