课程概况
Learn from the #1 public research university in the U.S. and join the next generation of data scientists.
The University of Michigan School of Information’s online Master of Applied Data Science (MADS) degree is designed for aspiring data scientists to learn and apply skills through hands-on projects. You’ll learn how to use data to improve outcomes and achieve ambitious goals.
The MADS curriculum prepares you to be a leader in the field through mastery of core data science concepts like machine learning and natural language processing. By diving deep on key topics such as privacy, data ethics, and persuasive communication, you’ll be prepared to succeed within today’s organizations. You’ll also work with real data sets from top companies as you build a work portfolio that showcase your skills. Learn the systems and techniques that help organizations overcome data overload and make smart decisions.
Whether you’re looking to create real estate market forecasts or use data to study Russian literature, this online Master’s program teaches the skills you need for success in an ever-changing field.
LEARN FROM THE #1 INFORMATION SYSTEMS SCHOOL
The University of Michigan’s School of Information (#1 ranked in Information Systems, U.S. News & World Report 2018) has a long-established partnership with Coursera, and its faculty are experts at teaching online. More than one million learners have taken courses online from UMSI faculty since launching on Coursera.
PROVEN CAREER OUTCOMES
The University of Michigan’s School of Information prepares students to be leaders in the field. Graduates from the on-campus Master of Science in Information program have a 98%+ job placement rate and go on to become data scientists at places like Google, Facebook, and Amazon.
DIVERSE BACKGROUNDS WELCOME
There are only a few basic technical prerequisites (knowledge of statistics and Python) for the program. Students are not required to have a bachelor’s degree in a science or math discipline, or work experience in a technical field. Students who need a refresher on statistics and Python are encouraged to take the Statistics for Python and Python 3 Programming Specializations, which are also offered by the University of Michigan through Coursera.
LEADERSHIP-FOCUSED LEARNING
While other data science Master’s programs focus on Computer Science theory, this online degree equips students for leadership with an end-to-end perspective on data science. Students are prepared to solve real-world problems through expertise on contextual inquiry, data visualization, and presentation.
RENOWNED FACULTY
University of Michigan professors are among the most respected and passionate in the field. Their expertise provides the highest quality of instruction to online degree learners. Students get direct access to faculty and graduate students through live office hours and email conversations.
UNIVERSITY OF MICHIGAN COMMUNITY
The University of Michigan community provides a wide range of student services, including access to libraries and exclusive job listings. Students who complete online graduate degrees join the 540,000-strong Michigan alumni network, and are invited to participate in commencement ceremonies in Ann Arbor.
常见问题
Is the online program the same as the on-campus program?
The MADS program is a unique degree geared toward building practical experience and creating a portfolio of work geared for professional development. This new program comes from the same #1 ranked Information Science program as the on-campus degrees, and is taught by regular University of Michigan School of Information faculty.
Do graduates of the online program earn the same degree as graduates of the on-campus program?
The MADS degree is offered only in online format, but the degree diploma and transcript are identical in form to the other graduate programs from the fully-accredited University of Michigan School of Information and do not differentiate between residential and online.
Can you switch between online and on-campus programs?
No, there isn’t an equivalent on-campus program.
What is the time commitment required? Can working adults complete this program?
This program is specifically designed to be feasible for working adults to complete. The time needed will vary based on your previous experience, the particular course you’re taking, and how many courses you choose to take at one time.
What is the school year schedule?
The school year is broken up into three terms of approximately four months each. Courses are typically one month in length and award one credit, with three capstone courses that award 2-3 credits and may last longer than one month. Students can enroll up to half-time for the Fall 2019 cohort, as courses come online. Starting with the Fall 2020 cohort, students will be able to take a full time load, which is equivalent to 16 credits. Students will complete 34 credits to graduate from the program.
How long does it take to complete the program?
Depending on how many courses you take concurrently, you may finish the program in 12, 20, or 24 months. You may choose to take longer. Students enrolling in Fall 2019 will take at least 24 months (or more, at their discretion) based on the rollout of classes.
What career options will I have with this degree?
Graduates of this program will be prepared to become data scientists in the fields of their choice. Graduates from the on-campus Master of Science in Information program have a 98%+ job placement rate and go on to become Data Scientists at top companies such as Google, Facebook, and Amazon.
Can I transfer credits into the program?
No. The program has been designed so that you can move quickly through courses where you already have previous experience.
Are there online office hours with instructors?
Yes, students get direct access to faculty and TAs through live office hours and email conversations.
Are there networking opportunities to interact with fellow students?
Yes, through the courses you will work alongside and on projects with students from around the world. There will be synchronous sessions weekly where you will have the opportunity to attend a virtual classroom and be online with classmates, and our experience suggests that strong bonds and study groups will often arise during your classes.
Do the same faculty teach online and on-campus courses?
Yes, your instructors are the same ones that teach on campus in Michigan.
How does the online format work?
To increase global access to this high-quality degree program, learners will be able to pursue their MADS degree through a 100% online format. Course information is viewed via a web browser.
Can I sample a course?
At this point, no. If you’re in the degree program, there will be a brief add/drop period at the beginning of each course where you can see upcoming material.
Who can I contact if I have more questions?
Email us anytime for information at umsi.mads@umich.edu.
What are the courses available?
Please see the program overview. The rigorous curriculum prepares students to be leaders in the field by combining core data science courses (machine learning, natural language processing) with courses on persuasive communication, privacy, and data ethics. Students will work with real-world data sets from top companies.
Do students choose a concentration?
No. There are themes and varied applications within the curriculum, where students will be able to use data sets that are relevant to their interests.
How many courses can students take at a time? How many courses are needed to complete the program?
Starting with the Fall 2020 cohort, students may take a full time load. A total of 34 credits will be needed to complete the program, with multiple credits included in three capstone course series.
How flexible is the schedule?
There will be several asynchronous sessions per week, designed to accommodate a variety of student schedules in different time zones.
Are internships part of the program?
Internships are not a required part of the program, but students will have opportunities and support for internships during the degree.
What are the application requirements?
The Graduate Record Exam (GRE) or other graduate exams are NOT required for application.Non-native English speakers will need to take the Test of English as a Foreign Language (TOEFL) and submit scores to the school. A score of at least 100 on the Internet-based Test (IBT) is required for admission.A good basic knowledge of Python programming language and introductory statistics is required. We’re looking for people who have through schoolwork, work responsibilities or self-study learned the basics of programming with Python and using statistics. These skills can be learned through Statistics for Python and Python 3 Programming, which are available now on Coursera. All applicants will take two assessments before being fully admitted. See the rest of the application requirements.
Do I need a Computer Science background?
Applicants are not required to have an advanced technical background — all you need is basic statistics and Python proficiency. These skills can be learned through Statistics for Python and Python Fluency, which are available now on Coursera. All applicants will take two assessments before being fully admitted.
What are the prerequisites?
A bachelor's degree is required. There is no minimum GPA requirement, but the university encourages 3.0 and above. No GRE is required. Work experience in a technical field is not required.
What if I don’t meet admissions requirements?
We are interested in students with a passion for self-directed learning and a commitment to lifelong learning in all forms. If you lack certain requirements, taking and succeeding in online courses such as those offered on Coursera can help make your application stand out.
Is work experience required?
Our application process is holistic, which is to say that we consider all aspects of your experience prior to applying, including both scholastic and career achievement. Specific work experience is not required, but it will be considered in your favor if included in the application. Basic statistics and Python proficiency are required, but you may learn these through traditional or online classes, rather than through employment.
Is there an application fee?
The application fee for the MADS degree is the same for other University of Michigan School of Information master’s degrees. This year, those fees are $75 for U.S. residents and $90 for international applicants.
How do I apply?
Visit our application. For more detailed information about application requirements, see visit the admissions criteria website.
Is there financial aid?
Yes. Unlike most online degree programs, the University of Michigan School of Information will offer scholarships to a significant number of its online students. The information you provide in your application will be used to determine whether you are offered those scholarships.
What is the program cost, and what is the payment schedule?
For the 2019-2020 academic year, the proposed rates* are $932 a credit hour for state of Michigan residents and $1,243 a credit hour for non-residents, not including fees (currently $165 a semester).The rates are proposed to be the same whether students are taking classes full or part time. As a result, the total 34-credit degree would be $31,688 for in-state students and $42,262 for out-of-state students, given this year’s estimated rates before fees. While courses are typically one month in duration, tuition is billed on a traditional semester basis including all courses that you would take during those four months, and billed roughly three times a year.* Please note the proposed tuition rate is subject to the university’s annual increases, which typically occur during the summer. All final tuition rates must be approved by the University of Michigan Board of Regents in June 2019, so these figures are solely for estimating purposes.
Are there career services available?
Students will have access to the 540k strong alumni network, as well as resume assistance and job boards. Students will also have access to corporate partnerships that the program has built with top companies.
Do online students have access to on-campus facilities?
All students will have school email addresses, as well as access to support from UMSI. All students will be invited to graduate alongside other students on-campus when they complete the program.
Can online students participate in student clubs and activities?
Students will be invited to formal activities such as UMSI Convocation and Commencement. MADS students may join UMSI student clubs and activities.
What are the English proficiency requirements?
Non-native English speakers will need to take the Test of English as a Foreign Language (TOEFL) and submit scores to the school. A score of at least 100 on the Internet-based Test (IBT) is required for admission. For information, see the admissions critera.
How do I submit international transcripts?
We require one scanned or electronic transcript uploaded to the online application or mailed directly to us for all undergraduate and/or graduate programs from which you have degree(s). We will accept unofficial transcripts for application review, and will require official transcripts if offered admission.If you have not yet completed your baccalaureate degree, you may submit a current (in-progress) transcript now, and a final transcript showing degree conferral upon graduation.
Are there any additional requirements for international students?
Other than the Test of English as a Foreign Language (TOEFL) requirement for non-native speakers of English, international students have the same application requirements as domestic students. For details, see the admissions criteria.
