Technology - Data science and statistics

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Data science and statistics
Slug
data-science-statistics
interest area reference

Online Bachelor of Science in Data Science

Data science is an interdisciplinary area between statistics, mathematics and computer science. This degree prepares you to be a critical analyst and user of data in a variety of areas such as business, research and government.

This program also focuses on the ethical production and use of data. Utilizing cutting-edge trends in data, you’ll gain a strong mathematics background to understand how it works. You’ll learn from esteemed faculty who are performing their own research in the areas of probability, statistics, scientific computing, applied math and more.

Designed to support your career goals, you can choose a focus area and complete six courses tailored to relevant topics. Available tracks include:

  • Behavioral science: This track positions you for data science careers centered on human behaviors and attitudes, cognitive science, human development and medicine. It also prepares you for graduate training in quantitative psychology, human development, education and biostatistics.
  • Bioscience: In this track, you’ll learn how to apply computational skills to life sciences research.
  • Business analytics: This track teaches you how to be an effective data scientist within a business environment.
  • Computer science: In this track, you’ll build enhanced programming and data skills, with a focus on information assurance.
  • Mathematics: This track provides a broad set of data science skills. In addition to providing you a solid background in statistics and computational and applied math required for solving engineering problems, this track also trains you for practical solutions regarding databases, agricultural and environmental data, and more.
  • Social science: This track provides you with the knowledge and skills to understand and analyze how macro-scale patterns of organization and social structures emerge from individual behavior and decentralized decision-making.
  • Spatial science: This track offers you a unique angle for analyzing the world with geospatial big data that’s being generated in real-time today.

What data science skills will I learn?

You’ll develop data-related skills beneficial to solving practical issues in a variety of fields. You’ll learn how modern science and technology use sophisticated mathematical, statistical and computational tools to extract patterns from large, complex and often unordered data sets. You’ll also become proficient in:

  • Machine learning and data mining.
  • Personalizing medical treatments based on a tumor’s unique genetic profile.
  • Technologies with applications as diverse as detecting fraudulent online credit card transactions.
  • Understanding the dynamic of social movements.

Additionally, you’ll expand your teamwork, critical thinking, programming, research and coding skills.

Data science: An in-demand, high-paying career

There’s a high need for those who can think critically and provide analysis of the world around them through large data sets. According to the U.S. Bureau of Labor Statistics (BLS), the median annual salary for data scientists was $108,020 in 2023. And employment of data scientists is projected to grow 36% from 2023 to 2033, much faster than the average for all occupations.

Earning an online data science degree and becoming a proficient user and producer of data prepares you to be a strong candidate for these roles. From predicting consumer behavior to extracting information from medical images and more, you’ll graduate ready for a career that inspires global change.

In addition, this bachelor’s degree can be completed as part of an Accelerated Master’s program. When accepted, you can earn a master’s degree in as little as one year after completing your undergraduate degree. This opportunity saves you time and money while giving you advanced knowledge in your field. Applicable master's degrees include:

Program Field of Study
Bachelor of Science
Program Focus
Data Science
Program Name Abbreviation
Data Science (BS)
Program Category
Degree Image
A data science professor speaks to students while standing in front of a whiteboard with diagrams on it.
Program Description Intro

Combine your passions for mathematics, computer science and data analysis with an online Bachelor of Science in data science. In this program, you’ll acquire skills that’ll prepare you for solving practical issues in high-demand, lucrative roles.

Plan Code
LADATSCIBS
Program code
UGLA
Start Date
Areas of Interest
Courses Summary

Courses in this program center around programming, data analytics and modeling. There’s also a strong focus on mathematics, consisting of linear algebra, statistical inference and classification, data mining, machine learning and associated computer methods.

Total Classes
40
Total Credit Hours
120
Program Fee Code
UPO305
Courses Section Title
Featured data science courses
Program start date manual
Title
Learn from experienced data researchers and scientists
Description

From Foundation and President's Professors to Fulbright and Barry Goldwater Scholarship recipients, the School of Mathematical and Statistical Sciences is home to prestigious students and faculty members. Highlights include:

  • American Association of the Advancement of Science Fellows.
  • Association for Women in Mathematics Fellows.
  • Foundation Professors.
  • Fulbright American Scholars.
  • Goldwater Scholars.
  • National Science Foundation Graduate Fellows.
  • President's Professors.
Accolade title
Join a school reputed for data analysis and mathematics
Accolade Description

In the School of Mathematical and Statistical Sciences, faculty and scholars adapt to new challenges and make impactful research contributions while educating the global citizens and leaders of tomorrow. Students hail from around the world and from a variety of socioeconomic backgrounds. This diversity in experience and perspectives leads to impactful conversations and research. Of 890+ students, 33% are female, 26% are Pell Grant eligible and 22% are the first in their families to attend a university.

Accolade item
Accolades Title
20,800+
Accolades Description

students taking courses

Accolades Title
$16 million
Accolades Description

in research expenditures

Accolades Title
114
Accolades Description

faculty members

Accolades Title
55
Accolades Description

tenure and tenure-track faculty

Accolades Title
7
Accolades Description

undergraduate degrees

Accolades Title
7
Accolades Description

graduate degrees

Admission requirement title
How to apply
Manual Cost
false
Weeks per Class
7.5
Academic Career
Undergraduate
Program fee code for resident
UPO305
Program fee code for non-resident
UPO305
Program Description Title
Prepare for a career in data science
override admission requirement
Off
Apply Now URL
https://webapp4.asu.edu/uga_admissionsapp/?term=2261&session=SESA&campus=ONLNE
Slug
data-science-online-degree
Program Generated Code
UGLA-LADATSCIBS
Title
Will my diploma say ‘online’?
Description

No, Arizona State University’s diplomas don’t specify whether you earn your degree online or in person. All diplomas and transcripts simply say “Arizona State University.”

Schedule to talk
Academic Partner
Entity Type
Program highlights
Program Features

Online Master of Arts in Social Data Science

Interdisciplinary at its core, this social data science master’s draws from sociology, data science, technology and ethics. You’ll develop into a well-rounded practitioner who understands the complexities of using social theory and data science to both meet organizational needs and protect social well-being. Additionally, you'll learn how to use analytics to glean insights, draw conclusions and influence social processes.

In your courses, you’ll build a foundation for ethically using big data to:

  • Anticipate future social challenges.
  • Critically examine the flows of data in society.
  • Hold corporations accountable for how they use the data they collect.
  • Reduce the misuse of data.
  • Solve social problems.

The skills you’ll develop in this social data science master’s program

This program prepares you to become fluent in data science approaches and use technology to create solutions that positively impact society. You’ll build technical skills in quantitative analysis and programming, as well as theoretical skills in understanding how data can be used and misused to influence social policy. Additional social data science skills you’ll gain include:

  • Community organization.
  • Data scraping, cleaning and analysis.
  • Database creation and maintenance.
  • Program analysis and assessment.
  • Python programming language.
  • Social media analytics.
  • Team building and leadership.
  • Visualization of data.

Who’s a good candidate for this program?

A variety of backgrounds and professional experiences complement this social data science master’s program. Ideal candidates may be technologists who are interested in the social dynamics of technology. Those with non-technical backgrounds who want to learn how to use data and technology more effectively may also be a good fit.

This program intentionally trains a variety of candidates to reflect the diversity of those who are affected by datafication. We deliberately seek to uplift professionals who are traditionally underrepresented in data-related fields. As a graduate, you’ll be equipped to analyze, interpret and implement data findings to help organizations and policymakers make informed decisions.

Program Field of Study
Master of Arts
Program Focus
Social Science and Data Science
Program Name Abbreviation
Social Data Science (MA)
Program Category
Degree Image
Data scientist Michael Simeone discusses data analysis and visualization at ASU.
Program Description Intro

Are you interested in learning how social theory, technology and data-driven approaches influence decisions in organizations and public policy? The Master of Arts in social data science online from Arizona State University may be an ideal fit. You’ll gain an understanding of the technological, ethical and social dimensions of data, as well as how to use this knowledge to solve problems and create a more just society.

Plan Code
ASSTCMA
Program code
GRAS
Start Date
Courses Summary

In this program, you’ll take courses on the theory, research and application of social data science. Your theory courses will cover the history of digital society. Your research courses will allow you to engage in mixed methods and present social science research. Finally, your applied courses will allow you to gain hands-on experience with both model and real-world issues of data in society. The program culminates in a capstone course which includes a portfolio of your strongest work.

Total Classes
10
Total Credit Hours
30
Program Fee Code
MA Social Data Science
Courses Section Title
Social data science master’s courses
Title
Learn data science from leading experts in the field
Description

Prepare for the full New College experience curated by world-renowned faculty who are some of the brightest, most innovative academic minds in the world. Areas of expertise include psychology, anthropology, geography, political science, cybersecurity, forensic science and more. Our faculty strives to create an environment that prepares students to take their place in the world using the skills they’ve learned to pursue careers that benefit their communities.

Accolade title
Study at one of the top-ranked universities in the nation
Accolade Description

ASU is a global university recognized for its commitment to innovation, research and high-quality academic programs. Our university has been recognized with peer-reviewed honors from U.S. News & World Report.

Accolade item
Accolades Title
#1
Accolades Description

in the U.S. for innovation for 11 consecutive years, ahead of Stanford and MIT.

Accolades Title
Top 10
Accolades Description

best online bachelor’s programs.

Accolades Title
Top 10%
Accolades Description

best global universities.

Accolades Title
80%
Accolades Description

of graduates reported that their experiences at ASU inspired them to explore new career opportunities.

Admission requirement title
How to apply
Admission requirement description

Applicants to the Master of Arts in social data science must fulfill the requirements of both the Graduate College and the New College of Interdisciplinary Arts and Sciences.

Admission requirement item
Title
Application requirements
Description

Applicants are eligible to apply to the program if they have earned a bachelor's or master's degree, in any field, from a regionally accredited institution.

Applicants must have a minimum of a 3.00 cumulative GPA in the last 60 hours of their bachelor's program. Alternatively, applicants must have a minimum of a 3.00 cumulative GPA in an applicable master's program.

All applicants must submit:

  • Graduate admission application and application fee.
  • Official transcripts.
  • Statement of purpose.
  • Writing sample.
  • Up-to-date curriculum vitae or resume (optional).
Title
Statement of purpose
Description

Applicants must respond to a series of questions for the statement of purpose:

  1. What specifically attracted you to this program, as opposed to other programs?
  2. What would be your ideal career after completing this program, and what about that career appeals to you? Feel free to mention multiple alternatives.
  3. In your education thus far, what has been your favorite course or learning experience, and what did you love about it?
  4. What is a project you’ve completed, either solo or as a leader of a team, that you enjoyed or you’re especially proud of? Please explain why.
  5. Among the attributes, knowledge and skills you’ve already developed, which do you think will be most useful to your graduate school experience? What areas do you think you most need to develop to be successful in your future endeavors?

Applicants must be able to write well and organize their thoughts into a coherent argument. The committee will use your writing sample and answers to the admission questions to determine your writing capability.

Title
Writing sample
Description

Applicants are required to provide a sample of their scholarly writing, preferably a paper they wrote for a college course that is at least 1,500 words (three single-spaced or six double-spaced pages). Your writing sample may be published, but not co-authored, and have a maximum length of 3,000 words.

Note: If a sample of academic writing is not available, then an example of professional writing is acceptable. The piece should demonstrate your ability to present a structured argument and use evidence.

Title
Additional admission information
Description

An applicant whose native language is not English (regardless of current residency) must provide proof of English proficiency.

Letters of recommendation are not required; however, they may be submitted if an applicant feels that the recommendation may enhance their file. If an applicant chooses to submit letters of recommendation, there is a strong preference for academic references that can speak to their ability to succeed in a graduate program.

Manual Cost
false
Weeks per Class
7.5
Academic Career
Graduate
Program fee code for resident
GP0319
Program fee code for non-resident
GP0319
Program Description Title
A master’s program that combines data science and ethics
override admission requirement
Off
Apply Now URL
https://webapp4.asu.edu/dgsadmissions/Index.jsp?term=2261&session=REG&campus=ONLNE
Slug
social-data-science
Program Generated Code
GRAS-ASSTCMA
Title
Will my diploma say ‘online’?
Description

No, Arizona State University’s diplomas don’t specify whether you earn your degree online or in person. All diplomas and transcripts simply say “Arizona State University.”

Schedule to talk
Academic Partner
Entity Type
Program features

Online Master of Science in Public Interest Technology

Technology is a powerful force shaping local, national and global futures. With care and attention centered on the public interest, technological advancements can improve human rights, social justice, sustainability and environmental justice. This public interest technology master’s trains leaders whose expertise involves helping organizations interact with people as global citizens rather than simply consumers.

Upon graduating, you can assess emerging technologies, engage with community stakeholders, identify issues of public interest, develop public consensus and deploy technologies that benefit humanity. You’ll also understand how to use technology to address socio-technical challenges, such as privacy encroachment, data breaches, unsustainable practices, humanitarian crises, energy inefficiencies and more.

The skills you’ll develop

This public interest technology master’s is unique because it focuses on social responsibility, rather than emphasizing programming and other technical competencies. This includes increasing your technological fluency and ability to work alongside professionals in policy, regulatory, business and sales contexts. Additionally, you’ll develop the skills needed to:

  • Complete requirement analysis and feasibility studies.
  • Conduct value propositions and impact assessments.
  • Construct problem definitions and engage in needs assessments.
  • Consult with stakeholders and write reports.
  • Create high-level designs and business cases.
  • Write media releases to reach a target audience and methodologies for research across organizational types.

Who’s a good candidate for this master’s program?

Candidates with a wide variety of backgrounds can be an excellent fit for this program, from engineering and the natural sciences to the social sciences and humanities. As an applicant, you should be a risk-taker who wants to engage the public and learn about social systems. Ideal candidates also want to make positive changes in the world and believe technology is an invaluable asset.

Regardless of your academic and professional experiences before starting the program, you’ll graduate as a skilled advisor and designer of a publicly oriented, technological future. All graduates are prepared to shape society through stakeholder engagement, co-design processes and anticipatory governance.

Program Field of Study
Master of Science
Program Focus
Public Interest Technology
Program Name Abbreviation
Public Interest Technology (MS)
Program Category
Degree Image
An aerial view of a group of public interest technology professionals working together on a project.
Program Description Intro

Arizona State University’s Master of Science in public interest technology is the first degree designed to advance the public interest technology movement. In this revolutionary program, you’ll learn how to integrate public value and impact with the power of technology to advance the well-being of society. Upon graduation, you’ll be prepared to join the ranks of next-generation thinkers and socially responsible innovators.

Plan Code
FIPITCHMS
Program code
GRGF
Start Date
Courses Summary

This program encourages interdisciplinary learning across various subject areas including sustainability, engineering, computing, informatics, information technology, critical data science and more. In addition to four core public interest technology courses, you’ll take 15 credits of elective courses based on your interests. As a culmination of the program, you’ll also complete an applied project under the direction of a faculty member.

Total Classes
10
Total Credit Hours
30
Courses Section Title
Public interest technology courses
Title
Learn about technology and community improvement
Description

The School for the Future of Innovation in Society faculty works around the world on initiatives such as energy innovation, poverty alleviation, community development, food security, water access and education. They work on projects in the regions of Africa, the Middle East, Central and Southeast Asia, China, Latin America and North America, with funding from the National Science Foundation, U.S. Agency for International Development, the World Bank and other entities. Our faculty impart their real-world experience through innovative course design and student mentorship.

Accolade title
Study at the most innovative university in the nation
Accolade Description

ASU is a global university recognized for its commitment to innovation, research and high-quality academic programs. Our university has been recognized with peer-reviewed honors from U.S. News & World Report.

Accolade item
Accolades Title
#1
Accolades Description

in the U.S. for innovation for 11 consecutive years, ahead of Stanford and MIT.

Accolades Title
Top 10
Accolades Description

best online bachelor’s programs.

Accolades Title
Top 10%
Accolades Description

best global universities.

Accolades Title
80%
Accolades Description

of graduates reported that their experiences at ASU inspired them to explore new career opportunities.

Admission requirement title
How to apply
Admission requirement description

Applicants must fulfill the requirements of both the Graduate College and the College of Global Futures.

Admission requirement item
Title
Application requirements
Description

Applicants must have a minimum of a 3.00 cumulative GPA (scale is 4.00 = "A") in the last 60 hours of the student's first bachelor's degree program, or applicants must have a minimum of a 3.00 cumulative GPA (scale is 4.00 = "A") in an applicable master's degree program.

All applicants must submit:

  • Graduate admission application and application fee.
  • Official transcripts.
  • Written personal statement.
  • Professional resume or curriculum vitae.
  • Three academic and/or professional letters of recommendation.
  • Proof of English proficiency.
Title
Additional admission information
Description

An applicant whose native language is not English (regardless of current residency) must provide proof of English proficiency.

Manual Cost
false
Weeks per Class
7.5
Academic Career
Graduate
Program Description Title
Help make technology work for the good of the many
override admission requirement
Off
Apply Now URL
https://webapp4.asu.edu/dgsadmissions/Index.jsp?term=2261&session=REG&campus=ONLNE
Slug
public-interest-technology-masters
Program Generated Code
GRGF-FIPITCHMS
Title
Will my diploma say 'online'?
Description

No, Arizona State University’s diplomas don’t specify whether you earn your degree online or in person. All diplomas and transcripts simply say “Arizona State University.”

Schedule to talk
Academic Partner
Entity Type
Program features

Online Master of Computer Science – Big Data Systems

The world has seen an explosive growth in data generation recently. This surge has created a significant need for skilled data scientists and engineers who can navigate and extract insights from large, fast-moving and diverse datasets. As a data scientist, you'll find that your analytical skills play a crucial role in transforming raw data into valuable insights and making accurate predictions. This program is designed with a focus on project-based learning, ensuring that you gain the expertise to design, implement and deploy systems capable of handling the constantly expanding volume of data.

You'll learn how to design different types of scalable big data systems, such as parallel, distributed and real-time systems. Upon graduation, you'll have the expertise needed to deploy the appropriate data management, processing or analysis system for a particular task or domain application need.

You’ll also develop a deeper understanding of data through hands-on learning in big data analysis, data processing, data mining, machine deep learning, mining algorithms, visualization techniques and more. Your big data training and skills in algorithms, modeling and engineering will give you a significant competitive advantage in the field.

The skills you’ll develop in this master’s program

This program provides you with a diverse skill set to acquire, store and process large-scale data sets. You’ll also gain analytical expertise to mine information from the data. Upon completion, you’ll be equipped with a variety of skills needed to succeed, such as:

  • Applying data mining technology to real-world applications.
  • Creating tools that support entity, network analytics, text and media analytics.
  • Designing optimal solutions for a given set of application-driven constraints.
  • Making informed decisions about data storage, indexing, querying, retrieval and visualization.
  • Reasoning about query optimization and execution alternatives.
  • Using and developing real-time, online and scalable processing systems.

Who’s a good candidate for a big data systems master’s?

Ideal candidates for this program have a background in computer science and are working in computer programming or software engineering. With the urgent need for engineers and data scientists with excellent data management, system development/integration and data analysis skills, this program is suited for those looking to advance their computer science career.

Program Field of Study
Masters of Computer Science
Program Focus
Computer Science – Big Data Systems
Program Name Abbreviation
Computer Science – Big Data Systems (MCS)
Program Category
Degree Image
An ASU Online student completes coding coursework for the big data degree on a laptop.
Program Description Intro

Does harnessing the power of computing and machine learning to make sense of big data interest you? If so, Arizona State University’s online Master of Computer Science with a concentration in big data systems may be a great fit. In this program, you'll design scalable systems for capturing, processing and interpreting large and complex data sets. You'll also gain analytical expertise to generate insights from data and inform decision-making for organizations.

Plan Code
ESCSEBDMCS
Program code
GRES
Start Date
Areas of Interest
Courses Summary

In this program, you’ll take one foundations course, one systems course and one applications course. You’ll also fulfill your big data systems concentration requirement of 15 credit hours by taking the following big data systems courses:

  • Data Mining.
  • Data Processing at Scale.
  • Data Visualization.
  • Engineering Blockchain Applications.
  • Statistical Machine Learning.
Total Classes
10
Total Credit Hours
30
Total Hours Tooltip
Required number of credits to complete this degree.
Program Fee Code
Engineering, Ira A. Fulton, School of, Graduate ONLINE
Courses Section Title
Featured Master of Computer Science courses
Title
Study with award winning faculty members in the field of computer science
Description

Of the 350+ faculty members in Ira A. Fulton Schools of Engineering, the majority have been honored with the highest awards in their fields. Faculty milestones include:

  • National Academy of Engineering members.
  • National Academy of Sciences member.
  • National Academy of Inventors members.
  • National Academy of Construction members.
Image
ASU Associate Professor Jennifer Kitchen poses for a photo.
Title
Build competencies in computer science with a concentration in big data.
Accolade title
Top 25% of all accredited engineering programs in the nation
Accolade Description

The Ira A. Fulton Schools of Engineering is dedicated to providing a dynamic learning environment and supporting all students on the paths to their degrees. We’ve received numerous peer-reviewed programmatic honors from U.S. News & World Report.

Accolade item
Accolades Title
#1
Accolades Description

best online master’s in electrical engineering programs.

Accolades Title
#3
Accolades Description

best online master’s in engineering management programs.

Accolades Title
Top 5
Accolades Description

for bachelor’s degrees awarded to underrepresented minorities (American Society for Engineering Education 2019).

Accolades Title
Top 10
Accolades Description

best online master’s in engineering programs for veterans.

Accolades Title
Top 10
Accolades Description

best online master's in industrial engineering programs.

Accolades Title
Top 15
Accolades Description

best online master’s in engineering programs.

Accolades Title
Top 20
Accolades Description

best undergraduate electrical, electronic and communications engineering programs.

Accolades Title
Top 35
Accolades Description

best undergraduate engineering programs.

Admission requirement title
How to apply
Admission requirement description

This program has a highly competitive admission process.

Admission requirement item
Title
Application deadlines
Description

Applicants with international credentials have an application deadline of six weeks prior to the selected session start date. All other applicants have an application deadline of four weeks prior to the selected session start date.

This degree is offered in A and B sessions for fall and spring, and in C session for summer. You can view upcoming start dates in the academic calendar.

How to complete an application

  • Submit online application and pay application fee.
  • Send official transcripts to ASU’s graduate admission services.
  • If needed, send proof of English proficiency.
  • If you’re not a U.S. citizen but are living in the U.S., send a copy of your U.S. visa to [email protected].
  • If you’re based outside of the U.S., select "JN” under Visa.

For questions, call 1-844-353-7953 or email [email protected].

Title
Admission requirements for computer science undergraduate majors
Description

You must have completed an undergraduate degree in computer science from an accredited university. Please review the necessary CS pre-requisite courses in the section below to confirm eligibility.

GPA requirements

A minimum cumulative GPA of 3.00 in the last 60 credit hours (last two years) of a four-year undergraduate degree. If your degree was completed in the U.S., it must be from a regionally accredited university.

Applicants who have previously completed graduate-level coursework must have a minimum post-baccalaureate/graduate GPA of 3.00.

English proficiency

If all college degrees are from a country outside of the U.S., you may need to demonstrate English proficiency.

Note that the MCS degree requires higher English proficiency scores.

  • TOEFL: 575 paper-based / 90 internet-based.
  • IELTS (academic version): 7.
  • PTE: 65.
  • Duolingo: 115.

Don’t yet meet this requirement? If you complete the pathway with a 3.00 or higher, you’ll have demonstrated English proficiency. Click on the nondegree tab below to learn more.

Title
Admission requirements for non-computer science undergraduate majors
Description

GPA requirements

A minimum cumulative GPA of 3.00 in the last 60 credit hours (last two years) of a four-year undergraduate degree. If your degree was completed in the U.S., it must be from a regionally accredited university.

Applicants who have previously completed graduate-level coursework must have a minimum post-baccalaureate/graduate GPA of 3.00.

Math course requirements:

You must have two semesters of advanced math in Calculus I and Calculus II, as well as a background course in discrete math.*

Applicants with an undergraduate degree in a STEM field have likely completed the math requirement.

*Discrete math is not always a separate class at all universities. Taking a course that covers data structures and algorithms may also fulfill this requirement. If you’ve never done algorithms, you may not have the proper background for the program.

Pre-requisite course requirements:

To be eligible for this program, you must have programming knowledge in a variety of languages, including C/C++, Java, Python and HTML, as well as courses in calculus and discrete math.

CS course information:

CSE 230: Computer Organization and Assembly Language Programming

  • Register-level computer organization, instruction set architecture, assembly language, processor organization and design, memory organization, IO programming and exception/interrupt handling.

CSE 310: Data Structures and Algorithms

  • Advanced data structures and algorithms, including stacks, queues, trees (B, B+, AVL), graphs and searching for graphs, hashing and external sorting.

CSE 330: Operating Systems

  • Operating system structure and services, processor scheduling, concurrent processes, synchronization techniques, memory management, virtual memory, input/output, storage management and file systems.

Principles of Programming Languages OR Introduction to Theoretical Computer Science

CSE 340: Principles of Programming Languages

  • Formal syntactic and semantic descriptions, compilation and implementation issues, and theoretical foundations for several programming paradigms.

CSE 355: Introduction to Theoretical Computer Science

  • Introduces formal language theory and automata, Turing machines, decidability/undecidability, recursive function theory and complexity theory.

CS competency exams

If you don’t have these topics on your transcript but have a strong understanding of them, you can take the prerequisite knowledge exams. If you complete the exams with the grade outlined in the respective syllabi, you’ll satisfy that prerequisite knowledge requirement.

English proficiency

If all college degrees are from a country outside of the U.S., you may need to demonstrate English proficiency.

Note that the MCS degree requires higher English proficiency scores.

  • TOEFL: 575 paper-based / 90 internet-based.
  • IELTS (academic version): 7.
  • PTE: 65.
  • Duolingo: 115.

Don’t yet meet this requirement? If you complete the pathway with a 3.00 or higher, you’ll have demonstrated English proficiency. Click on the nondegree tab below to learn more.

Title
Professional certification and nondegree enrollment opportunities
Description

As a nondegree graduate student, you can begin taking graduate-level computer science courses without being admitted to the master’s program.*

Professional certifications

If you’re not sure you want to pursue the full degree or only want to focus on a specific topic, you can pursue a professional certification for ASU credit.

To receive a professional certification, you must successfully complete at least three courses from that topic area with a grade of “B” or better. Available certifications include:

  • AI and machine learning.
  • Big data.
  • Cybersecurity.
  • Software engineering.

Learn more about professional certifications.

General pathway

This pathway provides an opportunity to take a variety of courses as a nondegree student to explore topics or meet this program’s GPA and English proficiency admission requirements. Completing nine graduate credits with a “B” or better (3.00 GPA) will demonstrate English proficiency.

Through this pathway, you choose and complete any three 500-level courses that are part of the Master of Computer Science program. The courses you complete in the pathway with a “B” or higher will apply toward the master’s degree in computer science, if admitted within three years of completing courses as a nondegree student. Courses completed as a nondegree student up to 12 credits with a "B" or better will apply toward your MCS degree.

Begin your application for one of the four professional certifications or the general pathway.

The ASU graduate admission office will review the application and notify you by email if any additional steps are required upon admission. All official emails will go to your ASU student Gmail account.

Please note:

  • If you don’t enroll in the semester in which you are admitted, you must submit a new application and pay the application fee.
  • Completing the pathway or professional certification does not waive the requirement for all applicants to the Master of Computer Science program to demonstrate mathematics and computer science topic prerequisite knowledge. See the admission requirements sections above for more information.

*If you don't have the prerequisite knowledge outlined in the master’s admission criteria for mathematics and computer science, you should be aware that you may not have the necessary background for graduate CSE courses and are enrolling at your own risk. You are responsible for acquiring that knowledge before and during the course.

Manual Cost
true
Weeks per Class
7.5
Academic Career
Graduate
Title
Professional certification and nondegree enrollment opportunities
Description

As a nondegree graduate student, you can begin taking graduate-level computer science courses without being admitted to the master’s program. This provides the opportunity to establish a high graduate GPA, try out courses to decide if you’re interested in the full degree program, meet the English proficiency requirement or earn a professional certification credential.

Students who complete three courses with a cumulative GPA of at least 3.00 after the first attempt of courses will be able use this GPA when applying for the Master of Computer Science program.

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A man sits at his desk on a computer.
Program Description Title
Prepare for in-demand jobs in data science
override admission requirement
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Faq Section Title
View the most commonly asked questions
Apply Now URL
https://webapp4.asu.edu/dgsadmissions/Index.jsp?term=2261&session=REG&campus=ONLNE
Slug
master-big-data
Program Generated Code
GRES-ESCSEBDMCS
Title
Will my diploma say ‘online’?
Description

No, Arizona State University’s diplomas don’t specify whether you earn your degree online or in person. All diplomas and transcripts simply say “Arizona State University.”

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Program features

Online Graduate Certificate in Program Evaluation

Program evaluation is a structured approach to gather, analyze and apply data for the purpose of assessing the effectiveness of programs. This evaluation has a key emphasis on implementing improvements that benefit the program’s continual performance progression. Program evaluation is an important process of research throughout many industries to determine if a project or program achieves its desired goals. Utilizing this style of evaluation has become a routine operation for a wide range of industries to ensure that resources are being used appropriately.

A number of different jobs require well-developed program evaluation skills. Industries that commonly employ program evaluators include educational institutions, governmental agencies, nonprofit organizations, private companies and more. These professionals are highly skilled and apply several factors to deploy data-driven techniques that access the program efficiency for their organization's intended purposes.

What you’ll learn in this certificate program

This certificate offers statistical training in causal analysis, econometric techniques and research design that serve as the foundations of evidence-based management and program evaluation. You’ll also build foundational knowledge in data programming, quantitative analysis, research design and managerial experience. Additional topics you’ll cover include:

  • Conceptual tools of conducting evaluation research and program evaluations.
  • Foundations of data programming in R.
  • Open source software and open data ecosystems.
  • Research design and advanced regression tools.

Upon completing this certificate, you’ll be prepared to take over evaluation responsibilities in your current role or expand your evaluation toolkit for a career switch.

Who’s an ideal candidate for this program?

An ideal candidate is a student who possesses a strong drive to achieve social impact and has obtained either an undergraduate or graduate degree in the field of social science. If you’re an undergraduate student, this certificate offers you valuable professional skills that benefit career opportunities and earning potential in your early career stages. This certificate program would also be valuable if you’ve completed a graduate degree and are contemplating an educational return for a specialization after working in the field.

This certificate complements degrees in substantive fields, including criminology, economic development, education, health care, social services and more. Whether you’re just beginning your career in program evaluation or looking to upskill, this graduate certificate in program evaluation can help you reach your goals.

If you’re interested in full-time quantitative evaluation roles, you should consider the Master of Science in evaluation and data analytics.

Program Field of Study
Graduate Certificate
Program Focus
Program Evaluation
Program Name Abbreviation
Program Evaluation (Graduate Certificate)
Program Category
Certificate Type
Graduate
Degree Image
Graduate students work on laptops in a lecture-style classroom.
Program Description Intro

Arizona State University’s graduate certificate in program evaluation is designed to deepen your evaluation capacity and strengthen your analytical skills. In this program, you’ll develop expertise in impact evaluation through evidence-based quantitative approaches. These data-driven skills are in high demand across a variety of industries to show the effectiveness of an organization’s program usages.

Plan Code
PPPGEVGRCT
Program code
GRND
Start Date
Areas of Interest
Courses Summary

You’ll learn how to conduct program evaluation with a range of quantitative tools. These methods of program evaluation may include open-source software, regression tools, geographic information system applications and more.

Total Classes
5
Total Classes Tooltip
Multiple enrollment sessions throughout the year.
Total Credit Hours
15
Total Hours Tooltip
Required number of credits to complete this certificate.
Courses Section Title
Program evaluation courses
Title
Study with professional evaluators
Description

The impressive faculty in the Watts College of Public Service and Community Solutions inspire the next generation of public service leaders through real-world solutions to issues in areas such as child welfare, safety, city management, human trafficking and water scarcity. Faculty highlights include:

  • Fellow of the Academy of Criminal Justice Sciences.
  • Fellow of the American Psychological Association.
  • Member of the National Academy of Public Administration.
Accolade title
Nationally recognized public service programs
Accolade Description

The Watts College of Public Service and Community Solutions is a comprehensive public service college dedicated to addressing social problems through teaching, research and service. Our programs, which range from public policy and social work to criminal justice and emergency management, are designed to prepare graduates to make a difference in their communities.

Accolade item
Accolades Title
#2
Accolades Description

best graduate homeland security and emergency management programs, according to U.S. News & World Report.

Accolades Title
#2
Accolades Description

in the U.S. and #7 in the world for hospitality, leisure, sport and tourism, according to the Center for World University Rankings.

Accolades Title
Top 5
Accolades Description

Master of Nonprofit Leadership and Management in the nation, according to U.S. News & Report.

Accolades Title
Top 10
Accolades Description

best online master's in criminal justice programs for veterans, according to U.S. News & World Report.

Accolades Title
Top 10
Accolades Description

best online master’s in criminal justice programs, according to U.S. News & World Report.

Accolades Title
Top 10%
Accolades Description

of graduate programs in social work, according to U.S. News & World Report.

Accolades Title
Top 15
Accolades Description

best graduate public affairs programs, according to U.S. News & World Report.

Admission requirement title
How to apply
Admission requirement description

Applicants must fulfill the requirements of the Graduate College and the Watts College of Public Service and Community Solutions.

Admission requirement item
Title
Application requirements
Description

Applicants must have at least a 3.00 cumulative GPA (scale is 4.00 = "A") in the last 60 hours of their first bachelor's program. Or applicants must have at least a 3.00 cumulative GPA (scale is 4.00 = "A") in an applicable master's degree program.

All applicants must submit:

  • Graduate admission application.
  • Personal statement.
  • Official transcripts.
  • Written statement of career and educational goals.
Title
Eligibility
Description

Applicants are eligible to apply if they've earned a bachelor's or master's degree from a regionally accredited institution. Students need to have completed an undergraduate course in inferential statistics (hypothesis testing) before enrollment.

Title
Additional admission information
Description

An applicant whose native language is not English (regardless of current residency) must provide proof of English proficiency.

There are no required admission examinations for this program.

Manual Cost
true
Weeks per Class
7.5
Academic Career
Graduate
Program Description Title
Upskill with a graduate certificate in program evaluation
override admission requirement
Off
Apply Now URL
https://webapp4.asu.edu/dgsadmissions/Index.jsp?term=2261&session=REG&campus=ONLNE
Slug
program-evaluation-graduate-certificate
Program Generated Code
GRND-PPPGEVGRCT
Title
Will my certificate say ‘online’?
Description

No, Arizona State University’s certificates and diplomas don’t specify whether you earn them online or in person. All certificates, diplomas and transcripts simply say “Arizona State University.”

Schedule to talk
Academic Partner
Entity Type
Program features

Online Master of Science in Program Evaluation and Data Analytics

This program evaluation and data analytics master’s builds interdisciplinary expertise at the intersection of statistics, computer science and management. You’ll learn how to use a variety of data tools and implement rigorous approaches to collecting, analyzing and interpreting data within public organizations. This includes creating visualizations, dashboards and automated reports to support decision-making. As a graduate, you can enhance organizational performance by gathering better data, improving the use of existing data, formally evaluating programs and implementing actions based on findings.

Prepare for careers in a variety of industries

The curriculum explores two fields: program evaluation, which focuses on using tools to assess policy or program impact, and data science. With an understanding of both, you’ll possess diverse knowledge that complements careers within think tanks, research groups, consulting groups and government agencies at all levels. You can also pursue data-driven roles in nonprofits and international development agencies to measure program effectiveness or enhance monitoring and evaluation capacity.

Unlike most data analytics curricula, this program stands out because it focuses on applications in the public and nonprofit sectors. The coursework explores common performance challenges and provides you with data-driven approaches to designing solutions. This can give you a leg up when pursuing positions in these sectors upon graduation. You’ll be equipped to help organizations leverage the power of data to make a positive social impact.

Who’s a good candidate for this program?

Ideal candidates include those with social science or management knowledge seeking a broader skill set in advanced data analytics. This master’s is also an excellent choice for those with data analytics experience who want to apply their technical skills to the public sector. Regardless of your academic or professional background, you’ve found the right program if you’re passionate about using data to drive social and organizational change.

As an applicant, you don’t need prior computer programming knowledge, but you must have a rudimentary knowledge of the R language, such as through a basic tutorial. Additionally, this program leans heavily into the intuition behind data analysis, as well as interpreting results and translating them to real-world applications in the public sector. This master’s is an ideal choice if you’re looking to refine both quantitative and qualitative skills.

Program Field of Study
Master of Science
Program Focus
Program Evaluation and Data Analytics
Program Name Abbreviation
Program Evaluation and Data Analytics (MS)
Program Category
Degree Image
Two students in the outcome evaluation program engage in a group discussion while sitting in a classroom.
Program Description Intro

Are you passionate about applying data insights to drive organizational performance improvements? This online Master of Science in program evaluation and data analytics from Arizona State University prepares you to make a positive social impact through data and evidence-based decision-making. Upon graduating, your critical thinking and analytical skills will be in high demand by employers across all industries, particularly in the public and nonprofit sectors.

Plan Code
PPPGEMS
Program code
GRPP
Start Date
Areas of Interest
Courses Summary

In this program, you’ll take courses that build your understanding of key principles from the program evaluation and data analytics fields. Foundational program evaluation courses will cover multiple regression, research design and advanced regression tools. Core data analytics courses will introduce you to data programming in R, data wrangling and project management. The program culminates in an applied project where you’ll apply what you’ve learned in a real scenario with a client.

Total Classes
11
Total Hours
33
Total Credit Hours
33
Program Fee Code
Program Evaluation & Data Analytics, M.S.
Courses Section Title
Online program evaluation and data analytics courses
CIP code
44.05
Title
Learn from leading practitioners in program evaluation and data analytics
Description

The impressive faculty in the Watts College of Public Service and Community Solutions inspire the next generation of public service leaders through real-world solutions to issues in areas such as child welfare, safety, city management, human trafficking and water scarcity. Faculty highlights include:

  • Fellow of the Academy of Criminal Justice Sciences.
  • Fellow of the American Psychological Association.
  • Member of the National Academy of Public Administration.
Accolade title
Nationally recognized public service programs
Accolade Description

The Watts College of Public Service and Community Solutions is a comprehensive public service college dedicated to addressing social problems through teaching, research and service. Our programs, which range from public policy and social work to criminal justice and emergency management, are designed to prepare graduates to make a difference in their communities.

Accolade item
Accolades Title
#2
Accolades Description

best graduate homeland security and emergency management programs, according to U.S. News & World Report.

Accolades Title
#2
Accolades Description

in the U.S. and #7 in the world for hospitality, leisure, sport and tourism, according to the Center for World University Rankings.

Accolades Title
Top 5
Accolades Description

Master of Nonprofit Leadership and Management in the nation, according to U.S. News & Report.

Accolades Title
Top 10
Accolades Description

best online master's in criminal justice programs for veterans, according to U.S. News & World Report.

Accolades Title
Top 10
Accolades Description

best online master’s in criminal justice programs, according to U.S. News & World Report.

Accolades Title
Top 10%
Accolades Description

of graduate programs in social work, according to U.S. News & World Report.

Accolades Title
Top 15
Accolades Description

best graduate public affairs programs, according to U.s News & World Report.

Admission requirement title
How to apply
Admission requirement description

Applicants to the Master of Science in program evaluation and data analytics degree must fulfill the requirements of both the Graduate College and the Watts College of Public Service and Community Solutions.

Admission requirement item
Title
Application requirements
Description

Applicants must have a minimum of a 3.00 cumulative GPA in the last 60 hours of their bachelor's program. Alternatively, applicants must have a minimum of a 3.00 cumulative GPA in an applicable master’s degree program.

Additionally, prospective students must complete an introductory tutorial on the R programming language before enrolling in classes if they aren't familiar with the program.

All applicants must submit:

  • Graduate admission application and application fee.
  • Official transcripts.
  • Personal statement.
  • Proof of completed undergraduate or graduate course in statistics, having earned at least a “B” grade (or 3.00 GPA equivalent).
  • Two letters of recommendation.
Title
Additional admission information
Description

An applicant whose native language is not English (regardless of current residency) must provide proof of English proficiency.

The letters of recommendation should be from former instructors who can attest to the applicant’s academic potential.

The personal statement should be one to two pages in length and include any relevant experience that demonstrates the applicant’s ability to succeed in a technical, skills-based degree program. The personal statement is also an opportunity to explain a low GPA, share your career goals or describe any important information that’s not included elsewhere in the application.

GRE or other test scores aren’t required for admission.

Manual Cost
false
Weeks per Class
7.5
Academic Career
Graduate
Program fee code for resident
GP0152
Program fee code for non-resident
GP0152
Program Description Title
Master leveraging data to improve organizational performance
override admission requirement
Off
Apply Now URL
https://webapp4.asu.edu/dgsadmissions/Index.jsp?term=2261&session=REG&campus=ONLNE
Slug
program-evaluation-and-data-analytics-ms
Program Generated Code
GRPP-PPPGEMS
Title
Will my diploma say ‘online’?
Description

No, Arizona State University’s diplomas don’t specify whether you earn your degree online or in person. All diplomas and transcripts simply say “Arizona State University.”

Schedule to talk
Academic Partner
Entity Type
Program features

Online Master of Advanced Study in Health Informatics

Health informatics has a wide range of applications, from managing hospital bed usage at a local medical center to addressing global population health challenges. In this program, you’ll learn how health informaticians use data analysis to prevent diseases, improve patient safety and build decision support systems.

This program also focuses on the ways health informatics professionals create improved workflows in clinical settings, including using dashboards and data visualization tools. Developing effective management and analysis of health data can reduce costs and increase quality of care. Informatics expertise is highly valuable across industries, including clinical and non-clinical health care, academia, community health, global public health and more.

Further, this program trains an inclusive, multicultural and multidisciplinary group of students. Courses emphasize practical learning experiences to apply innovative informatics solutions in health care and population health. You’ll also gain theoretical and applied knowledge in health informatics to improve health outcomes for individuals and communities.

The knowledge and skills you’ll develop

In this program, you’ll dive into the analysis, science and interpretation of health care data. Courses offer a comprehensive understanding of how technology and data can be used together to improve public and private health care systems. Through your coursework, you’ll build competencies in:

  • Analyzing and interpreting large sets of health care data.
  • Applying leadership theories.
  • Communicating complex information to multiple audiences.
  • Recommending effective workflow solutions.

Additionally, you’ll explore the multidisciplinary nature of health informatics. You’ll learn how health informaticians collaborate with clinicians, biomedical and computational scientists, knowledge management professionals, educators and health care consumers to solve problems in health care delivery.

How does this program compare to a master’s in health information management?

While this health informatics program and the master’s in health information management both focus on health care data, they differ in their emphasis, skill sets and career outcomes. This degree emphasizes research, innovation and applying data for health care optimization. Courses highlight topics in health care databases, programming, telemedicine and population health analytics. Upon graduation, you can pursue roles as a health informatics analyst, clinical informatics specialist or a health care data scientist in various industries.

In contrast, a master’s in health information management (HIM) focuses on the accuracy, security and compliance of health care data. The curriculum covers medical coding, electronic health records management, data governance and regulatory policies. Graduates typically seek positions as compliance officers, health information directors, coding managers or privacy officers. While the HIM leans toward operational and compliance-based skills, health informatics is more technology-driven, emphasizing data science and system design.

Program Field of Study
Master of Advanced Study
Program Focus
Health Informatics
Program Name Abbreviation
Health Informatics (MAS)
Program Category
Degree Image
A group of students in the master’s in health informatics learn about data analysis in health care.
Program Description Intro

Are you interested in the data-driven side of health care? Arizona State University’s online Master of Advanced Study in health informatics provides a deep understanding of how health care, technology and information sciences intersect. Upon graduating, you’ll be prepared to contribute data-driven solutions and make an impact as a critical component of the health care system.

Plan Code
GCHLHINMAS
Program code
GRNH
Start Date
Areas of Interest
Courses Summary

You’ll build a clinical informatics foundation through a series of core courses that cover data analysis and modeling, health communication, innovative leadership and more. You’ll also explore your interests by completing electives on topics, such as data science, mobile health and modern health information technology.

Total Classes
10
Total Hours
30
Total Classes Tooltip
Multiple enrollment sessions throughout the year.
Total Credit Hours
30
Total Hours Tooltip
Required number of credits to complete this degree.
Program Fee Code
Health Informatics, Master of Advanced Studies
Courses Section Title
Health informatics master’s courses
CIP code
26.11
Title
Learn from renowned experts in health informatics
Description

The College of Health Solutions faculty displays a high level of research expertise, focused on creating a better future for all. Our faculty are lifelong learners dedicated to improving health outcomes for the communities we serve. Some of their research focuses on:

  • Discovering the impact of the environment and policy on food security and community health.
  • Exploring mechanisms involved in the development of diabetes and cardiovascular disease.
  • Harnessing big data to improve patient outcomes.
  • Incorporating advanced technology to monitor and promote healthy lifestyles.
  • Using state-of-the-art cognitive, behavioral and neuroscience techniques to study the components of human communication.
Accolade title
Developing the health workforce of the future
Accolade Description

In the College of Health Solutions, students learn and prepare to become the health workforce of the future. Faculty and students also collaborate to research solutions to pressing global health challenges. Partnerships with the medical community offer students access to professional resources and networking opportunities with Mayo Clinic, Banner Health, HonorHealth, Dignity Health and more.

Accolade item
Accolades Title
6,500+
Accolades Description

students

Accolades Title
250+
Accolades Description

Barrett honors scholars

Accolades Title
160+
Accolades Description

faculty members

Accolades Title
$14.5 million
Accolades Description

in research expenditures

Admission requirement title
How to apply
Admission requirement description

Applicants must fulfill the requirements of both the Graduate College and the College of Health Solutions.

Admission requirement item
Title
Application requirements
Description

Applicants are eligible to apply to the program if they’ve earned a bachelor's or master's degree from a regionally accredited institution. Preferred educational backgrounds include biology, computer science, medicine, nursing, pharmacy or public health.

Applicants must have a minimum of a 3.00 cumulative GPA in the last 60 hours of their first bachelor's program. Alternatively, applicants must have a minimum of a 3.00 cumulative GPA in an applicable master's degree program.

All applicants must submit:

  • Graduate admission application and application fee
  • Official transcripts
  • Personal statement
  • One letter of recommendation
  • Up-to-date curriculum vitae or resume
Title
Additional admission information
Description

An applicant whose native language is not English (regardless of current residency) must provide proof of English proficiency.

Manual Cost
false
Weeks per Class
7.5
Academic Career
Graduate
Program fee code for resident
GP0058
Program fee code for non-resident
GP0058
Program Description Title
Design, develop and apply computational innovations to improve health care
override admission requirement
Off
Apply Now URL
https://webapp4.asu.edu/dgsadmissions/Index.jsp?term=2261&session=REG&campus=ONLNE
Slug
master-advanced-study-health-informatics
Program Generated Code
GRNH-GCHLHINMAS
Title
Will my diploma say 'online'?
Description

No, Arizona State University’s diplomas don’t specify whether you earn your degree online or in person. All diplomas and transcripts simply say “Arizona State University.

Schedule to talk
Academic Partner
Entity Type
Program features