Data science is a rapidly growing field, and earning a degree in this discipline can unlock a world of opportunities for success. In New Jersey, you can find a range of data science degree programs that cater to diverse interests and career goals. From on-campus undergraduate and graduate programs to online degrees and alternative learning paths, the Garden State offers numerous avenues to pursue a data science education. Stay with us as we explore the best data science degree programs in New Jersey, and set yourself on a path to a rewarding career in this exciting field.
Explore data science degree programs in New Jersey, including on-campus undergraduate and graduate degrees as well as online courses, bootcamps, and certificate programs.
Gain key competencies in mathematics, statistics & programming to be successful in the field of data science.
Take advantage of networking opportunities & job prospects with competitive salaries offered by companies such as Bank of America or Johnson & Johnson.
Exploring Data Science Degrees in New Jersey
Data science education in New Jersey comes in various forms, including on-campus undergraduate programs, graduate programs, online degrees, bootcamps, and certificate programs. Some of the top universities in the state offering data science degrees are Rutgers University, Princeton University, Stevens Institute of Technology, New Jersey Institute of Technology, Saint Peter’s University, and New Jersey City University.
Consider the undergraduate Data Science program at Rutgers University as an example: it provides students the necessary tools to carve a successful career as AI architects, data scientists, machine learning engineers, among others. On the other hand, Princeton University extends a Graduate Certificate in Statistics and Machine Learning via its Center for Statistics and Machine Learning (CSML).
On-Campus Undergraduate Programs
While undergraduate data science programs on-campus in New Jersey are scarce, students can pursue majors in related fields and take supplemental courses at universities such as NJIT. The undergraduate data science program at NJIT covers topics from computer science and mathematics, including machine learning, statistical inference, probability, and linear algebra. Leading New Jersey institutions offering on-campus undergraduate programs in data science or related fields include Rutgers University – New Brunswick, Princeton University, Stevens Institute of Technology, Rowan University, Saint Peter’s University, and Ramapo College.
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Admission to on-campus undergraduate data science programs at NJIT requires a completed application, official high school transcript, and a minimum of 16 secondary school units. Applicants with a data science, applied statistics, or computer science background should have an undergraduate GPA of at least 3.0 out of 4.0.
On-Campus Graduate Programs
New Jersey is home to several on-campus graduate data science programs, with offerings at institutions like Rutgers University and Stevens Institute of Technology. The New Jersey Institute of Technology provides a unique opportunity for its student body. They offer an on-campus graduate certificate in Big Data Essentials. Meanwhile, Hoboken, New Jersey, features Master’s degree programs in Information Systems and Data Science, such as the Master of Science in Information Systems and the Master of Science in Business Intelligence and Analytics.
The Master of Business and Science (MBS) in Analytics program at Rutgers University:
Duration: 1.5+ years
Credits required: 36
Provides students with a strong foundation in data science
Prepares students for a wide range of career opportunities.
Online Data Science Programs
New Jersey also offers online data science degree programs for those who prefer a more flexible learning environment. Thomas Edison State University offers an online Bachelor’s Degree in Data Science and Analytics, while Rutgers University provides online Master’s degrees in Data Science. Rutgers University offers an online Master of Information degree program, specializing in a concentration in Data Science. This program is administered through the School of Communication and Information. Full-time students usually need 16 months to complete this program with 36 credits. For part-time students, the required time is up to three years..
At Thomas Edison State University, the School of Business and Management offers a Master’s degree program with a focus on data analytics. Core courses for this MBA in Data Analytics include:
Predictive Analytics for Business Intelligence
Data Analytics and Visualization with Capstone
Admission to this program requires a bachelor’s degree, two years of experience, a resume, answers to essay questions, and transcripts from other universities, with a cumulative GPA of 3.0 or higher recommended.
Bootcamp, Short Courses, and Certificate Programs
For those seeking alternative pathways to a data science career in New Jersey, bootcamps, short courses, and certificate programs offer viable options. The Graduate Certificate in Data Mining at NJIT focuses on providing students with the necessary skills to analyze data and gain a competitive advantage in the market. This program requires applicants to have prior coursework in computer science, operating systems, database management, calculus, and statistics.
Elective courses offered in the Graduate Certificate in Data Mining at NJIT include:
Enterprise Data Management
Transaction Mining and Fraud Detection
Data Mining and Analysis
Graduates of this program have a range of roles to pursue, including informatics nurse specialists, database administrators, and computer network architects.
Another alternative pathway is attending data science bootcamps, which are intensive educational programs that provide a comprehensive introduction to the field in a shorter time frame than a master’s degree.
Key Data Science Competencies and Skills
Success in data science hinges on proficiency in advanced mathematics, statistics, and familiarity with Python, R, SQL, and big data database systems. Core courses and curriculum in data science typically include linear algebra, probability and statistics, and calculus.
SQL plays an important role in data science as it enables data scientists to define, create, and query databases, efficiently retrieve and manipulate data from relational databases, and perform data analysis using programming languages such as Python or R. Commonly utilized big data database systems and data structures in data science include Amazon DynamoDB, Azure Cosmos DB, MongoDB, MySQL, SQL Server, PostgreSQL, Sequel Pro, Oracle, SQLite, and IBM Db2.
Core Courses and Curriculum
Core courses in data science programs generally include statistics, programming, data visualization, and machine learning. In statistics courses, topics covered include Introduction to Data Science, Statistics Basics, Linear Algebra, Probability, Hypothesis Testing, Clustering, Principal Components Analysis, Maximum Likelihood Estimation, Confidence Intervals, Properties of Estimators (unbiasedness, consistency), Correlation, Regression, Bias, Event, Statistical Analysis, and Normal Distribution.
Data science data visualization courses typically cover the following topics:
Fundamentals of data visualization
Exploratory data analysis
Design of visual representations of data
Interactive data visualization
In machine learning courses, aspects covered include:
An introduction to theory and concepts
Common techniques and algorithms
Preprocessing and feature engineering
Model evaluation and validation
Supervised and unsupervised learning
Deep learning and neural networks
Practical implementation of algorithms using programming languages like Python or R.
Elective Courses and Specializations
Elective courses in data science programs in New Jersey may vary depending on the university, but generally include Java Programming, Enterprise Data Management, Information Retrieval, Computational Track courses, and approved electives in general business or across disciplines. Specializing in specific areas of data science allows individuals to build extensive experience and understanding in a particular domain, effectively addressing complex issues, delivering precise solutions, boosting career prospects, increasing value to employers, and promoting collaboration and knowledge sharing within a specific area.
Specializing in specific areas of data science enables students to:
Develop expertise that distinguishes them in the job market
Enhance their value to prospective employers
Encourage collaboration and knowledge exchange within a particular field
Spur progress and innovation
With a solid foundation in core data science competencies, students can pursue elective courses and specializations that align with their interests and career goals.
Financial Aid and Scholarships for Data Science Students in New Jersey
Financial aid and scholarship opportunities available for data science students in New Jersey include:
Rutgers University offers a graduate fellowship to those enrolled in the Master of Business and Science program taking an analytical pathway.
Stevens Institute of Technology has an assistantship available.
Universities such as Rutgers University, New Jersey Institute of Technology (NJIT), Montclair State University, and Rowan University also offer financial assistance to data science students.
In addition to university-specific financial aid, national scholarships and grants are available to data science students studying in New Jersey. Some sources that provide these funds include Scholarships.com, New Jersey Data Science Scholarships, and Discover Data Science. By exploring these financial aid and scholarship opportunities, students can pursue their data science education with reduced financial burden.
Networking Opportunities and Data Science Communities in New Jersey
New Jersey also boasts a vibrant data science community, offering networking opportunities for students and professionals alike. The New Jersey Big Data Alliance, Central NJ Data Science Meetup, and New Jersey Data Science Meetup are some of the data science communities located in the state. The Central NJ Data Science Meetup is a tech group with over 2,000 members that convenes monthly to demonstrate data science applications in the real world, highlight specific skills in the field, and discuss problem-solving topics for attendees.
The New Jersey Big Data Alliance is an organization dedicated to advancing big data, artificial intelligence, and machine learning. Comprising member institutions like The College of New Jersey, Kean University, Montclair State University, New Jersey Institute of Technology, Rowan University, Saint Peter’s University, Stevens Institute of Technology, and Stockton University, the alliance hosts annual symposia, panels, workshops, and speaker presentations.
By participating in these networking events and data science communities, students can connect with industry professionals, share knowledge, and enhance their career prospects.
Job Prospects and Career Opportunities for Data Science Graduates in New Jersey
New Jersey offers excellent job prospects and career opportunities for data science graduates. Industries such as:
Transportation and logistics
provide a wealth of data science job opportunities in the state. With a thriving tech industry that contributes $56 billion to the state’s economy, data scientists can expect a median salary of $92,338 in New Jersey, although the cost of living is 32% higher than the national average.
Companies such as:
Bank of America
Johnson & Johnson
are regular recruiters when it comes to data scientists in New Jersey. They all compete to hire the best available talent in the field. Graduates from data science degree programs in the state can leverage their education and skills to secure rewarding positions in these and other leading organizations. With a solid foundation in data science, graduates are well-prepared for a variety of job roles and industries.
Notable New Jersey Data Science Degree Programs
New Jersey is home to several notable data science degree programs. Rutgers University offers a Master of Science in Data Science (MSDS), a Data Science Certificate program, and a concentration in Data Science within the Master of Information program. The MSDS program is part of the professional Master Program in Data Science and requires 30-course credits for completion, while the Data Science Certificate program is open to all students and requires completion of three foundational courses followed by an advanced course.
Stevens Institute of Technology provides an MS Data Science program that equips students with theoretical knowledge and practical skills for dealing with contemporary data collection and analysis. The program requires students to complete 12 courses, which can be completed in 12-16 months for full-time students. With these and other data science degree programs available in New Jersey, students have multiple options to pursue an education that aligns with their career goals and interests.
Alternative Pathways to Data Science Careers in New Jersey
In addition to traditional degree programs, there are alternative pathways to data science careers in New Jersey. For those seeking more flexible or shorter-term options, bootcamps, short courses, and certificate programs can provide valuable training and education. Renowned data science bootcamps in New Jersey, such as Rutgers Data Science Bootcamp and the Data Science and Analytics Boot Camp offered by NJCU, provide intensive training programs that equip students with up-to-date industry knowledge through project-based learning.
Completing a data science certificate program in New Jersey can offer numerous advantages, such as:
Expanded employment prospects
Distinguishing oneself in the job market
By exploring these alternative pathways, aspiring data scientists can find the right fit for their learning needs and career aspirations as a data scientist.
In conclusion, New Jersey offers a wealth of opportunities for pursuing a data science education and career. From undergraduate and graduate programs to online degrees and alternative learning paths, students can find the right fit for their interests and goals. By developing a strong foundation in core data science competencies and skills, participating in networking events and data science communities, and exploring financial aid and scholarship opportunities, students can set themselves on a path to success in this exciting field.
Frequently Asked Questions
Which degree is best for data scientist?
For those interested in a career as a data scientist, the best degree is likely to be one in data science, computer science, mathematics, data analytics, statistics, information technology, business, engineering or physics.
Which is best program for data science?
TensorFlow is the most popular open-source data science tool due to its Machine Learning and Deep Learning library, enabling data science professionals and ML engineers to develop data analysis and ML algorithms or models with visualization features.
Does Rutgers have a data science program?
Yes, Rutgers offers a Data Science program which includes the Data Science Bootcamp, the Center of Excellence in Data Science and a Masters in Data Science program. These programs are designed to focus on the latest systems, tools and algorithms to store, retrieve, process, analyze, visualize and synthesize large data.
Which Rutgers campus is best for data science?
For data science, Rutgers-New Brunswick School of Arts and Sciences is the best choice. It houses an interdisciplinary program of study tailored to the specific requirements of DS.
Which universities in New Jersey offer Data Science degrees?
Rutgers University, Princeton University, Stevens Institute of Technology, New Jersey Institute of Technology, Saint Peter’s University, and New Jersey City University all offer Data Science degrees in New Jersey.