Khoury College of Computer Sciences

Statistics (Statistical Machine Learning)

Master's: Boston, MA
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Master's : Boston, MA
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Northeastern University's Master of Science in Statistics is designed for early career and mid-level professionals in the U.S. and internationally seeking to elevate their expertise in the dynamic and growing field of statistics. 

The Khoury College of Computer Sciences' Statistical Machine Learning concentration provides students with practical skills in database management and advanced knowledge in artificial intelligence (AI) and machine learning to analyze complex data and develop predictive models for various applications.

Boston, MA
Location
Full-Time
Part-Time
Commitment
18-28 Months
Duration of Program
Fall, Spring
Entry Terms
Yes *
Meets F1 Visa Requirements
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Overview

Northeastern University's Master of Science in Statistics (Statistical Machine Learning) program stands out for its highly curated curriculum by combining foundational theory with practical, hands-on experiences and opportunities. Designed to meet the soaring demand for statistical knowledge that can be applied across a diverse range of industries, this master's program not only equips students with essential skills and concepts but also emphasizes real-world applications.

The program provides students with practical skills in database management and advanced knowledge of AI and machine learning techniques to analyze complex data and develop predictive models for various applications. The curriculum covers a wide range of topics with a strong emphasis on practical implementations. Students engage in hands-on projects and research, utilizing cutting-edge software and tools. Graduates are prepared for careers in technology, finance, healthcare, and research, where they can contribute to developing and applying machine learning algorithms.

The program offers a unique interdisciplinary approach, combining statistical methods and computer science to equip students with the skills to analyze complex data and develop predictive models. This concentration features state-of-the-art computer science facilities, AI courses, machine learning and deep learning, data management, and advanced computing resources. These unique aspects provide students with practical experience and the necessary industry connections to excel in the fields of technology, finance, healthcare, and research. Graduates are prepared for in-demand careers in statistics, allowing them to stand out in a competitive job market and make a meaningful impact in their industry of choice.

More Details

Unique Features

  • Northeastern's program is grounded in real-world applications and foundational theory. The program blends foundational theory with applied coursework to deepen students' understanding of advanced statistics while preparing them to start and advance in careers that use statistical skills across a variety of industries and fields.

  • The modern-day curriculum prepares learners to succeed no matter what profession they are in.

  • Students can focus their studies on biostatistics, machine learning, and modeling. Concentrations offered through this program should be leveraged as a unique differentiator to support the growth in demand across key sectors.

  • This program is STEM certified. 

Program Objectives

  • Perform appropriate classical statistical, causal, machine learning, and AI analyses based on a solid understanding of the inferential and predictive modeling assumptions and properties.

  • Use statistical theory to derive and interpret appropriate and/or novel models for data analyses.

  • Create version-controlled and reproducible code using modern statistical software to maintain, analyze, and visualize both small- and massive-scale data.

  • Conduct, evaluate, and interpret complex experiments using both classical and innovative study designs.

  • Communicate and present statistical designs, models, and results effectively across technical and non-technical audiences.

  • Develop expertise in a wide range of machine learning algorithms and statistical methods for data analysis.

  • Equip students with the skills to apply advanced biostatistical techniques to analyze healthcare and biomedical data with proficiency in statistical software.

  • Provide students with advanced computing resources and software tools for implementing machine learning models.

Career Outlook

According to the U.S. Bureau of Labor Statistics, the overall employment of statisticians is projected to grow by 30% from 2022 to 2032. According to the U.S. News & World Report, statisticians are number four for best business jobs and number nine for best STEM jobs in 2024, with a median pay of $98,920.

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Admissions

A graduate degree or certificate from Northeastern—a top-ranked university—can accelerate your career through rigorous academic coursework and hands-on professional experience in the area of your interest. Apply now—and take your career to the next level.

Program Costs

$55.8K *
Tuition

Finance Your Education We offer a variety of resources, including scholarships and assistantships.

How to Apply Learn more about the application process and requirements.

Requirements

  • Application
  • Application fee
  • Two letters of recommendation
  • Transcripts from all institutions attended
  • Personal statement
  • Resumé
  • GRE not required
  • English language proficiency: 
    • Students whose bachelor’s degrees are from a non-English speaking institution will be required to demonstrate a TOEFL score of 79 or higher, an IELTS score of 6.5 or higher, a Pearson PTE Academic score of 53 or higher, or a Duolingo English Test score of 105 or higher on the 160-point scale.

Are You an International Student? Find out what additional documents are required to apply.

Global Engagement Learn how our teaching and research benefit from a worldwide network of students, faculty, and industry partners.

Admissions Dates

Fall Term
Spring Term
Application Deadline:
Domestic Students: August 1
International Students: July 1
International currently on a F-1 visa in the U.S.: July 15
Application Deadline:
Domestic Students: December 1
International Students: November 1
International currently on a F-1 visa in the U.S.: November 15
Curriculum

Industry-aligned courses for in-demand careers.


For 100+ years, we’ve designed our programs with one thing in mind—your success. Explore the current program requirements and course descriptions, all designed to meet today’s industry needs and must-have skills.

 

Experiential Learning

Co-op makes the Northeastern graduate education richer and more meaningful. It provides master’s students with up to 12 months of professional experience that helps them develop the knowledge, awareness, perspective, and confidence to develop rich careers. In addition to the esteemed faculty, many students enroll in the master’s programs largely because of the successful co-op program.

Graduate students typically have an experiential work opportunity following their second semester. This could be a six- to eight-month co-op or a three- to four-month internship. Those who initially experience co-op may have the opportunity to seek an internship for the following summer, or vice versa.

Student participation in experiential education provides enhanced:

  • Learning, technical expertise, and occupational knowledge
  • Confidence, maturity, and self-knowledge
  • Job-seeking and job-success skills
  • Networking opportunities within your desired career path

Northeastern’s co-op program is based on a unique educational strategy that recognizes that classroom learning only provides some of the skills students will need to succeed in their professional lives. Our administration, faculty, and staff are dedicated to the university’s mission to “educate students for a life of fulfillment and accomplishment.” Co-op is closely integrated with our course curriculum and our advising system. The team of graduate co-op faculty within the Khoury College of Computer Sciences provides support for students in preparing for and succeeding in their co-ops.

These multiple connections make co-op at Northeastern an avenue to intellectual and personal growth: adding depth to classroom studies, providing exposure to career paths and opportunities, and developing in students a deeper understanding that leads to success in today’s world.

Faculty

Our Faculty

Northeastern University faculty represents a broad cross-section of professional practices and fields, including finance, education, biomedical science, management, and the U.S. military. They serve as mentors and advisors and collaborate alongside you to solve the most pressing global challenges facing established and emerging markets.

Students

By enrolling in Northeastern, you’ll be connected to students at our 13 campuses, as well as 300,000-plus alumni and more than 3,500 employer partners around the world. Our global university system provides you with unique opportunities to think locally and act globally and serves as a platform for scaling ideas, talent, and solutions.

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