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Machine learning is an exciting field of data science that relies on computational algorithms as a means of discovering new insights, patterns, and connections in the world around us. Instead of explicitly programming a computer’s behavior, we teach computers to forge complex neural pathways that imitate a “thinking” brain. Through its wide-ranging applications, from speech recognition software to teaching driverless cars how to safely navigate our complex traffic systems, ideas that were once considered futuristic are swiftly becoming reality.

The BS in Computer Science in Machine Learning program focuses on predictive modeling and core machine learning algorithms, as well as on various paradigms such as artificial neural networks and deep learning. You’ll explore applications ranging from natural language processing to computer vision as you learn to draw meaningful conclusions from large distributed data sets.


Who Should Pursue This Degree?

The BS in Computer Science in Machine Learning program is our newest degree and is intended to give students a more direct path into emerging career opportunities at the intersection of data science and software engineering. Long taught as a specialized topic at the master’s and doctorate level, DigiPen’s machine learning program is among the few offered as a four-year bachelor’s degree. For those who want to experience the same proven curricula of DigiPen’s other computer science programs — while also pursuing a specific career interest in data analysis and predictive modeling — this program could be a good fit.

As a student in this program, you will:

  • Become a Proficient Software Engineer

    Dive deep into core programming languages as you tackle coursework in data structures, algorithm analysis, operations research, and more.

  • Design Your Own Machine Learning Applications

    Become adept at designing, implementing, and managing machine learning systems for a wide variety of applications and industry needs.

  • Gain Experience in a Collaborative Studio Environment

    Learn how to collaborate with others on a shared codebase as you solve problems and tackle the challenges of software development.


Academic Roadmap

The BS in Computer Science in Machine Learning curriculum includes a heavy emphasis on computer science and mathematics. While the first year of the program follows the same structure as DigiPen’s other Bachelor of Science programs, you will quickly work your way toward learning about the three main categories of machine learning (supervised, reinforcement, and unsupervised) and advanced math coursework involving probability and statistics, data science, and numerical analysis. Throughout the program, you’ll also be working with your peers on team-based computer science projects that challenge you to design and build innovative tools and software applications that incorporate machine learning solutions.

View a sample course sequence

Admissions Requirements

In order to apply for the BS in Computer Science in Machine Learning program, you should have a strong foundation in math, science, and problem-solving. You’ll need to have completed precalculus (or its equivalent) prior to attending DigiPen.

View all requirements

Topics Covered

Students in the BS in Computer Science in Machine Learning program will learn how to:

  • Tackle real-world problems by analyzing them and determining which combination of techniques can be used to provide general purpose solutions.
  • Implement basic and advanced machine learning algorithms from the ground up to understand their respective strengths and target applications.
  • Understand the math concepts behind many machine learning techniques and look for optimizations.
  • Extract meaningful information from raw data.
  • Consider the professional, ethical, legal, and security implications of data science and its impact on society and individuals.

Event Schedule

Career Exploration Workshop: Game Programming

Saturday, September 18, 2021 - 12:00pm to 2:00pm

Career Exploration Workshop: Game Programming

Saturday, September 18, 2021 - 12:00pm to 2:00pm

Want to take a look behind the curtain to find out how your favorite games work? In this workshop, you’ll learn the basics of programming, including how to build simple games from scratch. You’ll also see how small edits in programming code can make a big difference in a game.

Do you dream of a future career in games and digital entertainment? Join us Saturday, September 18, 2021, as we explore game programming through a remote workshop all taught by our expert DigiPen Institute of Technology faculty and hosted online via Zoom. No prior experience is required. Spaces are limited and reservations are prioritized on a first-come first-served basis, so sign up early!

RSVP Today

DigiPen is committed to providing equal access to its programs and events. Contact the event coordinator in advance with questions or to request accommodations at outreach[at]digipen[dot]edu, call (425) 629-5001, or text (425) 629-0786.

Online via Zoom

Undergraduate Preview Day

Saturday, September 25, 2021 - 9:30am

Undergraduate Preview Day

Saturday, September 25, 2021 - 9:30am

DigiPen hosts Preview Days for prospective students to provide you and your family with an in-depth look at our undergraduate degree programs. At each Preview Day, you’ll be able to:

  • Learn first-hand about DigiPen’s diverse degree programs and project-based learning experience.

  • Meet faculty, staff, and current students.

  • Speak with admissions and financial aid staff and get answers to your questions.

  • Explore campus facilities through self-guided tours.

  • Prepare for Student Life as a DigiPen Dragon at our Resource Fair.

Check-in: begins at 9:30 a.m.
Event time: 10:00 a.m. – 1:00 p.m.

Before you arrive, please review our COVID-19 Visitor Policy page.

RSVP Today

We look forward to meeting you!

#DITPreviewDay

DigiPen is committed to providing equal access to its programs and events. Contact the event coordinator in advance with questions or to request accommodations at outreach[at]digipen[dot]edu, call (425) 629-5001, or text (425) 629-0786.

DigiPen Institute of Technology
9931 Willows Rd
Redmond, WA 98052

Directions

Undergraduate Preview Day

Saturday, November 13, 2021 - 9:30am

Undergraduate Preview Day

Saturday, November 13, 2021 - 9:30am

DigiPen hosts Preview Days for prospective students to provide you and your family with an in-depth look at our undergraduate degree programs. At each Preview Day, you’ll be able to:

  • Learn first-hand about DigiPen’s diverse degree programs and project-based learning experience.

  • Meet faculty, staff, and current students.

  • Speak with admissions and financial aid staff and get answers to your questions.

  • Explore campus facilities through self-guided tours.

  • Prepare for Student Life as a DigiPen Dragon at our Resource Fair.

Check-in: begins at 9:30 a.m.
Event time: 10:00 a.m. – 1:00 p.m.

Before you arrive, please review our COVID-19 Visitor Policy page.

RSVP Today

We look forward to meeting you!

#DITPreviewDay

DigiPen is committed to providing equal access to its programs and events. Contact the event coordinator in advance with questions or to request accommodations at outreach[at]digipen[dot]edu, call (425) 629-5001, or text (425) 629-0786.

DigiPen Institute of Technology
9931 Willows Rd
Redmond, WA 98052

Directions

Meet the Faculty

Faculty in the BS in Computer Science in Machine Learning program have decades of theoretical and applied expertise in professional software development and artificial intelligence. These are just a few of the faculty who teach core courses in the program.

DigiPen Faculty Barnabas Bede, Ph.D.

Barnabas Bede, Ph.D.

Program Director (BS in Computer Science in Machine Learning)

Dr. Barnabas Bede earned his Ph.D. in Mathematics from Babes-Bolyai University of Cluj-Napoca, Romania. His research interests include Fuzzy Sets, Fuzzy Logic and Image Processing. He serves as editorial board member of the journals Fuzzy Sets and Systems and Information Sciences. He joined DigiPen in 2011. Before that, he held positions in Romania, Hungary, University of Texas at El Paso and University of Texas-Pan American. At DigiPen he develops class material for Fuzzy Sets and various topics in Mathematical Analysis.

DigiPen Faculty Samir Abou Samra

Samir Abou Samra

Chief Technology Officer

Samir Abou Samra is a 12-year veteran of the video game industry with 15 years of experience teaching computer science and video game production classes. Samra has held high-ranking positions at a number of technology companies, including Founder and CEO of Multitek, Lead Engineer at Nintendo Software Technology, Vice President of Operations at Nintendo Software Incorporated, Canada, and CEO of Al Kalam Al Electronic.

DigiPen Faculty Yilin Wu, Ph.D.

Yilin Wu, Ph.D.

Assistant Professor

Dr. Yilin Wu received her Ph.D. in Mathematics from Temple University in Philadelphia. Her research interests and skills include mathematical modeling, data analysis, machine learning, and deep learning. Prior to joining DigiPen in 2019, Dr. Wu taught at Temple University’s campuses in Philadelphia and Tokyo. In addition to her higher education experience, she has also taught online courses and K-12 courses.


Career Outlook

Graduates of this degree program will be prepared to enter technical industries as entry-level data scientists or software engineers.

Potential Careers

Data Scientist

The role of a data scientist is to collect, analyze, and make sense of large amounts of data — finding trends, discovering patterns, and identifying potential new strategies and solutions as a result. Data scientists often rely on a combination of computer science and machine learning knowledge to devise new methods of data analysis.

Application Analyst

An application analyst is responsible for supporting and maintaining the functionality of a company’s bespoke software infrastructure. In particular, they use their knowledge of these software systems and applications to diagnose problems and determine appropriate solutions.

Software Development Engineer

Software development engineer (SDE) positions can be found in any number of industries. The role of an SDE is typically to design and build computer systems and software — either from scratch or by modifying existing systems and codebase.

Other Job Titles

  • Software Engineer

  • Software Developer

  • Software Development Engineer in Test

  • Computer Programmer

  • Game Developer

  • Program Manager

  • Software Analyst

  • Predictive Analyst

  • Business Intelligence

A DigiPen student tries out their VR game team project as their teammates smile at them.

Learn what to expect from your senior year DigiPen game team project course.

A DigiPen professor points to three students’ game team project on a computer in a campus production lab.

Learn what to expect from your junior year DigiPen game team project course.

	Four DigiPen game teammates smile as they look at their project on screen.

Learn what to expect from your sophomore year DigiPen game team project course.

Take the Next Step

Get started with our in-depth information packet!

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Start Your Application

Ready to take your education further? Head to our secure application portal and submit an application for admission.

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