Master's Program Review

Montclair State University Online M.S. in Business Analytics and Artificial Intelligence

M.S. program at Montclair State University in Montclair, NJ, online, with campus requirements. It ranks 49 of 49 online master's programs in our methodology.

Online Program Score

34.4

Ranks 49 of 49 at this level

Format

Online With Campus Requirements

Verdict

Our Verdict on the M.S.

S. in Business Analytics and Artificial Intelligence is a business degree with an AI label, and it asks for a 3-5 day domestic trip. You can finish online in as few as 21 months.

The data shows only 6 awards, so it's a small program. Pick it for the practicum and the cohort. If you work in business and can travel for the trip, it's worth a close look.

Montclair State is a public university in Montclair, New Jersey. Its program page calls this a 30-31 credit, cohort-based master's, offered in both online and hybrid formats. We list it as online with an onsite requirement, because even the online path includes the trip.

The title includes artificial intelligence, but this is a business analytics program first. If you want to build models from scratch, a computer science degree is a closer match. If you want to use data and AI to make business decisions, keep reading.

The school's graduation rate is 65% and its admit rate is 88%.

Online

When You Have to Be on Campus

Montclair says you can study online for flexibility, in as few as 21 months, and it also offers a hybrid version. Because the program is cohort-based, you move through with the same group of classmates, which suits people who like having peers to lean on.

Before you start, you complete an online Basic Statistics Foundation Module that runs 25-30 hours. Plan for that time before your first term begins.

Ask whether classes meet live or run on your own schedule. The trip is the part that's not flexible: you'll need time off work and a travel budget.

Terms
Cohort-based with a defined course schedule; online pathway starts Fall only.
Start Dates
1 start a year
Time to Finish
As few as 21 months
Campus Requirements
3-5 day domestic trip to see how leading organizations apply analytics.

Source: montclair.edu (format and schedule), verified September 30, 2026

Fit

Who Should Apply, and Who Should Not

Who It Fits

  • You work in business and want analytics plus AI. The program centers on solving data-driven problems for real organizations through an embedded practicum.
  • You can travel for 3-5 days. The domestic trip shows how leading organizations apply analytics.
  • You're comfortable with numbers. Montclair expects strong quantitative abilities and an online Basic Statistics Foundation Module of 25-30 hours before you start.
  • You like an applied finish. The embedded practicum puts you on problems for real organizations instead of ending with an exam.

Who Should Skip It

  • You can't travel for 3-5 days. The trip is part of the program.
  • You want a technical AI degree. Montclair's 12-credit AI Systems certificate or a computer science master's is a closer match.
  • You need to know the full price before you apply, and Montclair will have to give it to you directly.

Curriculum

Curriculum

Montclair's page describes the degree as centered on an embedded practicum, where you work on data-driven problems for real organizations. That's the finish, in place of a comprehensive exam.

Ask Montclair for the full course sequence before you apply. The program includes a 3-5 day domestic trip to see how leading organizations apply analytics.

That's different from Montclair's separate Artificial Intelligence Systems Graduate Certificate, which is a 12-credit hybrid program built around courses such as Foundations of AI Systems, Machine Learning and Deep Learning. If you want the technical AI content, the certificate lists it by name. This degree leans toward the business side.

Standout Features

  • 3-5 day domestic trip to leading analytics organizations
  • Accelerated 4+1 option for eligible Montclair undergraduates, as few as 12 months after the bachelor's
  • Embedded practicum solving data-driven problems for real organizations
  • STEM-designated degree
  • Workshops and events with industry leaders and executive speakers
Capstone
Embedded practicum solving data-driven problems for real organizations.
Internship or Practicum
Culminating experience is INFO 588 Analytics Capstone or INFO 591 Analytics Internship; online pathway includes an embedded practicum.

Source: montclair.edu (curriculum and experience), verified September 30, 2026

Cost

Tuition and Fees

Get the tuition, credit count and fees from Montclair before you plan. Until you have a real price, you can't compare it with other programs.

Add the trip to your budget. Travel and lodging for 3-5 days are on top of tuition. Ask whether online and hybrid students pay the same rate, since Montclair offers both.

Military Benefits
Accepts the Post-9/11 GI Bill, Montgomery GI Bill Selected Reserve, Veteran Readiness and Employment and Chapter 35 benefits; military Tuition Assistance pays up to $4,500 per year, up to $250 per credit; New Jersey National Guard Waiver covers tuition.

Sources: montclair.edu (cost and aid), montclair.edu (cost and aid), verified September 30, 2026

Admissions

Admission Requirements

Admission Requirements
Equivalent of a U.S. bachelor's degree; strong quantitative abilities; online Basic Statistics Foundation Module (25-30 hours) before starting.

Source: montclair.edu (admissions and transfer), verified September 30, 2026

Credentials

Accreditation and Where It Leads

The degree is a Master of Science from Montclair State University. The program page we reviewed doesn't name a program-specific accreditation or an industry certification you'd be prepared to take.

The practicum is the credential value you can point to in an interview. Working on a problem for a real organization gives you a project to describe, and it gives you something concrete to talk about.

Where this degree can lead: Data Scientist Jobs, Jobs You Can Get With an AI Degree.

Score

Where It Loses Points

Each factor is scored 0 to 10 against other online master's programs. The weights are the same for every program, and the overall score is relative to the top online master's program, which scores 100.

  • Outcomes25% of score 2.8 / 10

    65% of students graduate (school-wide, IPEDS)

  • Online Flexibility20% of score 3 / 10

    Online with campus requirements

  • Program Depth10% of score 5 / 10

    internship or practicum, 5 standout features

  • Track Record15% of score 0 / 10

    6 Master's completions a year in this field (IPEDS)

Online Program Score 34.4 / 100

Darker bars mean stronger factor scores. Every bar also shows its number.

The full rubric is on the methodology page.

Trade-Offs

Drawbacks to Weigh

  • The 3-5 day domestic trip is required, even in the online format.
  • You must finish an online statistics module of 25-30 hours before you start.
  • It's a business analytics degree with AI in the title, so it won't go as deep on machine learning as a computer science degree.
  • Montclair printed no tuition on the program page, so you can't compare cost until you ask.
  • Few students complete it, with only 6 awards reported.

Before You Apply

Questions to Ask Montclair State University Before You Apply

  • What does the 3-5 day trip cost beyond tuition, and when does it happen in the program?
  • Who are the practicum partners, and can I propose my employer?
  • Does the 21-month online path run on a fixed schedule, and are classes live?
  • What is the per-credit tuition, and do online and hybrid students pay the same?
  • How many credits is the degree, and which courses make up the sequence?
  • Is the statistics foundation module graded, and can I test out of it?

School

About Montclair State University

Degree
M.S., Master's
School
Montclair State University, Montclair, NJ
Institution Type
Public
Delivery
Online With Campus Requirements

Source: montclair.edu (program and school), verified September 30, 2026

Graduation Rate
65%
Admit Rate
88%
Total Enrollment
23,375
Master's Completions a Year in This Field
6
Campus Setting
Suburban

Source: nces.ed.gov (school data from ipeds), verified September 30, 2026

Rankings

Rankings This Program Appears In

Rank is the program's position among the online programs on that list at its degree level.

Same School

Other Online Programs at Montclair State University

Also at Montclair State University, but not counted here because they are not fully online: Artificial Intelligence (AI) Systems Graduate Certificate (graduate certificate, hybrid).

Compare

Online Master's Programs With Similar Scores

Other online master's programs with the closest scores.

Frequently Asked Questions

Is Montclair State University's Online M.S. in Business Analytics and Artificial Intelligence a Good Program?

Is This Program Fully Online?

Do I Need Prior Statistics?

How Is This Different From Montclair's AI Systems Certificate?

Sources

All sources retrieved .