Applied Math vs. Statistics: What is the Difference? (2024)

Scope

The scope of both applied math and statistics is open-ended in application. There are all types of fields that rely on both professions.

However, one distinction is that statistics generally relies on data that’s recordable, while not all applied math veers into the yet-observed. Applied math can be used to model or simulate scenarios and designs that currently remain concepts.

Required Coursework

To pursue a major in applied math, students will enroll in courses such as:

  • MATH 151 – Calculus I
  • MATH 255 – Linear Algebra and Differential Equations
  • MATH 280 – The Nature of Proof in Mathematics
  • MATH 390 – Research Methods
  • MATH 470 – Topology

While there are some differences in the coursework required for statistics and applied math degrees, those aspiring to work in either field will want to pursue educational opportunities that prepare them for their careers. Look for institutions with programs that include courses to help you learn more about foundational mathematical concepts, such as the applied mathematics program at North Central College.

Career Paths

When there’s significant overlap between coursework, you’ll likely find the career paths converge in tandem. That said, there are some noticeable differences between applied mathematics and statistics.

For starters, many students who traverse the applied mathematics route do so in order to further delve into the scientific realm. Applied math is an effective entry point into a graduate program focused on physics, engineering, or chemistry.

Alternatively, statistics majors find a home in any data-rich field. This could be computer science, finance, or even sports analysis.

Common areas of overlap between applied math and statistics include: data science, actuarial science, financial trading firms, and more.

Plan Your Career Paths and Your Future

Both a statistics major and an applied mathematics major can give you flexibility when embarking on a numbers-oriented career path.

Many of the skills you develop while working toward a statistics or applied mathematics degree are in high demand on the job market—skills like analytical thinking, pattern recognition, and strategic problem solving. Both majors can go on to pursue careers in advanced mathematics, but that’s not all. Science, business, economics, finance, insurance, and more are available to those who pursue either form of mathematics.

Curious to see where your studies could take you in your career and your life? Look for institutions that offer opportunities for you to explore and develop your understanding of mathematical concepts and skills, like North Central College.

Jacob Imm is the assistant director of communications in the North Central College Office of Marketing and Communications. He has 12 years of collegiate communications experience and has worked with hundreds of college students. He has a bachelor’s degree from the University of Notre Dame and a master’s degree from Northern Illinois University.

Sources:

Kaliyadan, Feroze & Kulkarni, Vinay. (2019). “Types of Variables, Descriptive Statistics, and Sample Size.” Indian Dermatology Online Journal, vol. 10, no. 1, pp. 82-86. National Library of Medicine. Retrieved November 15, 2022, from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6362742/

National Center for Education Statistics. (n.d). “Applied Mathematics.” The Classification of Instructional Programs. National Center for Education Statistics. Retrieved November 15, 2022, from https://nces.ed.gov/ipeds/cipcode/cipdetail.aspx?y=55&cipid=88410

Applied Math vs. Statistics: What is the Difference? (2024)

FAQs

Applied Math vs. Statistics: What is the Difference? ›

There are all types of fields that rely on both professions. However, one distinction is that statistics generally relies on data that's recordable, while not all applied math veers into the yet-observed. Applied math can be used to model or simulate scenarios and designs that currently remain concepts.

What is the difference between applied math and statistics? ›

Like a degree in applied mathematics, an M.S. in Applied Statistics focuses on addressing real-world problems. However, the approach taken is slightly different. Applied statistics degree programs will have a stronger focus on managing and preparing data for use in business, research and other organizations.

Which is better statistics or applied statistics? ›

If you prefer hands-on work and solving practical problems across industries, then an Applied Statistics major might be a better fit for you. If you enjoy exploring theoretical concepts and have ambitions of pursuing research or academia, then a Statistics major may be more appropriate.

Is statistics harder than mathematics? ›

It depends completely on your strength ,focus ,interest ,grip of the subject,etc. Some may like mathematics,some statistics,some may like both also. Statistics is a science somewhat in which collection of data is done ,than arranging it in desired way ,manipulating data ,etc.

What is the difference between math and statistics? ›

Differences Between Maths and Statistics. Mathematics is a pure science whereas Statistics is an applied science. Maths encompasses statistics within it. Thus, it has a wider scope and applicability in science and research.

Is applied math worth it? ›

Earning an MS in Applied Mathematics can help you stand out as a candidate for any of the jobs listed above. It demonstrates that you have a strong foundation in mathematical concepts, an understanding of both theoretical and practical mathematics, and the experience to apply these concepts to real-world problems.

Which is harder applied math or math? ›

However, we can compare the two fields based on their level of abstractness, the skills required to excel in each, and the types of problems they tackle. Mathematics is often considered more abstract and theoretical than applied mathematics.

Is statistics very hard? ›

Statistics is challenging for students because it is taught out of context. Most students do not really learn and apply statistics until they start analyzing data in their own researches. The only way how to learn cooking is to cook. In the same way, the only way to learn statistics is to analyze data on your own.

Is statistics easier than calculus? ›

If you enjoy analyzing trends and drawing conclusions from data, you may find AP Statistics less daunting and more interesting. On the other hand, AP Calculus can be relatively more challenging because it covers more advanced mathematical concepts, such as derivatives, integrals, and limits.

What field is statistics good for? ›

Statisticians develop or apply mathematical or statistical theory and methods to collect, organize, interpret and summon numerical data to provide usable information. They may specialize in fields such as biostatistics, agriculture, business, or economics.

Can I pass statistics if I'm bad at math? ›

While taking a statistics class terrifies some students, one need not be a mathematical or statistical genius to pass this class. Read on to discover tips and strategies that will help you pass statistics.

What's the hardest math class? ›

1. Real Analysis: This course is sometimes referred to as the most difficult undergraduate math course because it delves deep into the theoretical foundations of calculus. It relies heavily on rigorous proofs and demands a high level of abstract thinking.

Do you need to be good at math for statistics? ›

While the leading Mathematicians think of Statistics as no more than a part of Applied Mathematics, many think otherwise. Both subjects are complementary and use similar methodologies. To understand statistical techniques better, it is helpful to have a strong grasp of math.

Where is applied maths used? ›

While “pure” math describes studying or working in the field of theoretical or abstract mathematics to further mathematical knowledge, applied mathematics is the application of mathematical methods in various fields, such as physics, computer science, engineering, business, biology, information technology, and much ...

What branch of math is statistics? ›

What Is Statistics? Statistics is a branch of applied mathematics that involves the collection, description, analysis, and inference of conclusions from quantitative data. The mathematical theories behind statistics rely heavily on differential and integral calculus, linear algebra, and probability theory.

What is the study of applied mathematics? ›

Applied mathematics involves the application of mathematics to problems which arise in various areas, e.g., science, engineering or other diverse areas, and/or the development of new or improved methods to meet the challenges of new problems.

Is statistics a branch of applied mathematics? ›

What Is Statistics? Statistics is a branch of applied mathematics that involves the collection, description, analysis, and inference of conclusions from quantitative data. The mathematical theories behind statistics rely heavily on differential and integral calculus, linear algebra, and probability theory.

Is applied statistics worth it? ›

With their increased use across industries, the statistics career outlook is excellent. Part of what makes a master's in applied statistics worth it is that you are not only learning how to leverage data to solve real-world problems, but which techniques and methods to utilize in specific scenarios.

Is statistics a higher math than calculus? ›

AP Statistics tends to be more focused on data analysis and interpretation, working with probability, and understanding statistical tests. It's generally considered easier conceptually than AP Calculus and involves less complex algebra.

Is applied math the same as data science? ›

Overall, while both fields are interdisciplinary and overlap in some areas, data science majors tend to focus on the practical application of math to solve real-world problems, while applied mathematics majors tend to focus more on the theoretical foundations of math.

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