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I am a licensed physician from Florida who is currently changing careers. I graduated from the University of Pennsylvania in 2009 and have extensive tutoring and editing experience. While a student, I became a certified writing tutor through the Critical Writing Department. Since I completed my writ...
Nova Southeastern University
PHD, Medicine
University of Pennsylvania
Bachelors, History
University of Pennsylvania
undergraduate

Certified Tutor
9+ years
Jai
I'm a recent Stanford graduate (Electrical Engineering and Computer Science), and have been working at a major Management Consulting firm for a few years now. I personally scored a 2360 (out of 2400) on the SAT and 35 on the ACT and was successful in gaining admission to several top universities. I'...
Stanford University
Bachelors in Electrical Engineering and Computer Science

Certified Tutor
Kate
I'm available to tutor biology, chemistry, physics, math from Algebra up through AP Calculus, SAT test prep, and French. I've been tutoring students in science and math for 7 years. I also spent 8 months working and studying in France, and have tutored high school and adult students in French. When ...
Massachusetts Institute of Technology
Masters, Environmental Engineering
Massachusetts Institute of Technology
Bachelors

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Erika
I am available to tutor middle and high school math, history and test prep. I have tutored math and history in the past and I previously taught a test prep course at a school in Hanoi, Vietnam. I have a lot of experience teaching all the need-to-know tricks to doing great on the SATS/ACTS! When I am...
Harvard University
Master of Public Policy, Public Policy

Certified Tutor
6+ years
Rhea
I am a current student at the University of Chicago. I am working towards a Bachelor of Science in Biological Sciences, and I am on the pre-medical track. I am extremely passionate about tutoring, and I have several years of experience tutoring students in my high school's learning center in various...
University of Chicago
Bachelor of Science, Biology, General

Certified Tutor
6+ years
Jeffrey
I am enrolled in the Mechanical Engineering PhD program at Rice University which will begin Fall 2020, and I am hoping to return to academia as a professor after earning my PhD. In the meantime, I am looking to share my passion for gaining knowledge, specifically in STEM, by educating the up and com...
University of Notre Dame
Bachelor of Science
Rice University
Doctor of Philosophy, Mechanical Engineering

Certified Tutor
9+ years
Sami
I am a Duke University graduate in Economics and Computer Science. I am currently pursuing an MBA degree at the Yale School of Management. I have worked in the financial field, both at a management consulting firm and a fortune 500 company. My hobbies include playing and coaching soccer.
Duke University
Bachelor of Science (Economics and Computer Science)
Yale School of Management
Current Undergrad Student, Business Administration and Management

Certified Tutor
9+ years
Sharon
I am a graduate of the University of Chicago, and I will be starting a graduate program at Columbia in August. I am about to complete a year of service with City Year, an education non-profit that places young adults into under-served schools. As a City Year member, I worked full-time in the classro...
Columbia University in the City of New York
Master of Science, Journalism
University of Chicago
Bachelor in Arts

Certified Tutor
9+ years
Annie
I am currently a second year medical student. I was a Physiological Sciences major at UCLA (class of 2015), and pursued research during my gap year between undergrad and medical school.
University of California Los Angeles
Bachelors, Physiological Sciences
Drexel University College of Medicine
Current Grad Student, MD

Certified Tutor
Tony
I am a recent graduate of Yale University and incoming first year medical student at Columbia University. Originally from the DC area, I have always had a passion for science and medicine and pursued a degree in Biology while at Yale. During the 2008-2009 academic year, I tutored science, math, Engl...
Yale University
Bachelor of Science in Biology
Top 20 Math Subjects
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Matthew
Pre-Algebra Tutor • +39 Subjects
I'm a highly creative person who works best with visual thinkers. Very recently graduated from Stanford University, I majored in Human Biology with a concentration in Bioinformatics and Stem Cell Science. Technical though my background may be, I am currently gigging as a singer/songwriter/composer in NYC and tackle even the most hard-science of problems with a top-down, big-picture, holistic approach. If you have a propensity to look at problems in a cross- or inter-disciplinary manner (or want to learn how to do so), I'm the tutor for you!
Charles
AP Calculus AB Tutor • +25 Subjects
I am a junior Mechanical Engineering major at Yale, and I hope to become a Naval Aviator after college. I am also a varsity sailor, and enjoy playing music with friends when I can get some free time. I have been tutoring my fellow students throughout my entire academic career, and I would best describe my tutoring style as one that adapts to each students' needs. For example, I have always tried to frame questions in a different way so that the student can better understand the question. Some students need visual representations of numbers and systems to understand them, and others benefit more by understanding the concepts behind each formula. I prefer to tutor in math and physics, and especially with real world application problems. I hope to help students improve their standardized test scores and their understanding of the math and sciences so that they can achieve their academic goals! Hobbies: art, books, running, reading, music, writing
Tiffany
Pre-Algebra Tutor • +56 Subjects
I am available to tutor a broad range of subjects, I am passionate about test preparation, Accountancy, and Algebra.
MaryAnn
Calculus Tutor • +21 Subjects
I am a published author who has enjoyed “coaching” our daughter, as she navigated through high school, college and graduate school. I mentor college juniors who are seeking careers in financial services, and I serve as a peer resource to professionals who are transitioning from private industry to the nonprofit sector. Hobbies: reading, cooking, writing, books, music, art, travel
Samuel
AP Calculus AB Tutor • +29 Subjects
I am a freshman at Caltech majoring in Applied and Computational Mathematics. My favorite subject to tutor is math because I find it very rewarding to simplify complex topics to aid in understanding. I have lots of tutoring experience. In high school, I ran and taught an SAT prep class and was vice president of my school's NHS chapter where I ran our tutoring program, and I, myself, tutored. I also was a teaching assistant in the summer of 2020 for a class in discrete mathematics through a program called PACT (Program in Algorithmic and Combinatorial Thinking). I love learning and hope to make the process enjoyable for you!
Quinn
Calculus Tutor • +17 Subjects
I am willing to address any issue with an open mind and I try to develop strategies that play to a student's strengths. I would like to think I am very approachable and personable, and I have had very positive experiences with many students in the past using this philosophy. Outside of academics, I love playing basketball and watching sports, as well as chilling with friends, listening to music, and keeping up with politics and current affairs.
Zachary
Trigonometry Tutor • +35 Subjects
I am passionate about teaching and tutoring and I thoroughly enjoy helping students gain an understanding and a drive for their studies. I have a long history of working with students of all grade levels and abilities (elementary school through college), and I have a good understanding of strategies to excel in both general academics and standardized tests.
Pinelopi
Pre-Algebra Tutor • +25 Subjects
I am a Duke University graduate with a Bachelors degree in Psychology. I have experience tutoring all levels of Spanish language, all sections of the SAT, as well as algebra, pre algebra, geometry, and pre-calculus! I love kids & I have a very flexible schedule and a lot of patience! Let me help you :)
Earnest
Pre-Algebra Tutor • +26 Subjects
I am comfortable with either setting. I'm confident that I can help you (or your student) achieve to the best of their ability, so please don't hesitate to get in touch!
Samantha
Pre-Algebra Tutor • +38 Subjects
I'm a first-year medical student and recent graduate from Duke University, where I studied Global Health Determinants, Behaviors, and Interventions. From running a piano program at a nonprofit children's theatre to private tutoring in math, science, and standardized test prep, I enjoy helping my students become confident and self-sufficient learners! Hobbies: photography, travel, reading, music, writing, running, art, books, traveling
Top 20 Subjects
Frequently Asked Questions
Students often find numerical methods challenging—particularly understanding when to use different algorithms (Newton's method, bisection, etc.) and recognizing why one approach converges faster than another. Matrix operations and linear algebra applications also trip up many learners, especially when translating real-world problems into matrix form. Additionally, students frequently struggle with the balance between theoretical understanding and implementation, not realizing that a mathematically correct algorithm can produce poor results due to floating-point precision errors or accumulated rounding.
A strong tutor helps you see the 'why' behind each algorithm by connecting it to the underlying mathematics and showing how small changes in approach affect outcomes. Rather than just following steps, you'll learn to ask: Why does this algorithm work? When does it fail? What happens at the boundaries? Tutors also help you implement algorithms from scratch and debug them, which forces you to understand each component deeply rather than treating the algorithm as a black box.
Computational mathematics introduces real challenges like truncation error (from approximating infinite processes), rounding error (from finite precision), and accumulated error (from repeated operations). A tutor helps you develop error analysis skills—learning to estimate error bounds, recognize when your result is 'close enough' for the application, and choose algorithms that minimize error propagation. This shifts your mindset from 'my answer is wrong' to 'my answer has quantifiable error within acceptable bounds.'
Not necessarily to start, but computational mathematics deeply connects mathematics and coding. A tutor can help you develop both simultaneously—teaching you how to translate mathematical notation into working code while ensuring you understand the mathematics driving each step. If you're learning a language like Python or MATLAB alongside computational methods, a tutor helps you see how algorithmic thinking in math translates directly to writing efficient, correct code.
This is a critical skill in computational mathematics—taking a physics, engineering, or finance problem and reformulating it as a system you can solve numerically. Tutors help you identify what you're solving for, what constraints exist, which numerical method fits best, and how to structure your approach. For example, they might guide you through discretizing a continuous problem, setting up a system of equations, or recognizing when you need iterative methods versus direct solutions.
Look for tutors with strong foundations in both pure mathematics and applied computation—they should understand numerical analysis deeply and have practical experience implementing algorithms. The best tutors can explain concepts at multiple levels, help you debug code, and connect abstract mathematical theory to concrete computational problems. They should also be comfortable discussing trade-offs: speed versus accuracy, simplicity versus efficiency, and analytical solutions versus numerical approximations.
Tutors help you develop intuition by working through diverse examples where you see how algorithm behavior changes with different inputs, problem structures, and parameter choices. Rather than memorizing conditions, you'll explore questions like: What happens near singularities? How does the function's shape affect convergence? When does this method oscillate versus converge smoothly? This pattern recognition—seeing connections between mathematical properties and computational behavior—is what separates rote application from genuine understanding.
Computational mathematics can feel like juggling multiple disciplines at once, but a tutor breaks it into manageable pieces—focusing on one concept, one algorithm, or one implementation at a time. They help you build confidence by showing you that struggling with complexity is normal, then scaffolding your learning so you gradually handle more sophisticated problems. Many students find that once they master one complete example (theory through implementation), the overwhelm decreases significantly and patterns start to emerge.
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