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Award-Winning Stochastic Calculus Tutors

Kate

Masters, Environmental Engineering
1+ years of tutoring

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 mon...

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Massachusetts Institute of Technology

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Massachusetts Institute of Technology

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Jai

Bachelors in Electrical Engineering and Computer Science
9+ years of tutoring

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) ...

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Stanford University

Bachelors in Electrical Engineering and Computer Science

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Jessica

PHD, Medicine
1+ years of tutoring

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...

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Nova Southeastern University

PHD, Medicine

University of Pennsylvania

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Rhea

Bachelor of Science, Biology, General
6+ years of tutoring

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...

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University of Chicago

Bachelor of Science, Biology, General

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Jeffrey

Doctor of Philosophy, Mechanical Engineering
6+ years of tutoring

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 ...

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University of Notre Dame

Bachelor of Science

Rice University

Doctor of Philosophy, Mechanical Engineering

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Erika

Master of Public Policy, Public Policy
1+ years of tutoring

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...

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Harvard University

Master of Public Policy, Public Policy

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Charles

Bachelor of Science, Mechanical Engineering
1+ years of tutoring

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. ...

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Yale University

Bachelor of Science, Mechanical Engineering

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Earnest

Masters, Chemical and Biomolecular Engineering
10+ years of tutoring

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!

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University of Pennsylvania

Masters, Chemical and Biomolecular Engineering

University of Pennsylvania

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Sharon

Master of Science, Journalism
9+ years of tutoring

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 pla...

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Columbia University in the City of New York

Master of Science, Journalism

University of Chicago

Bachelor in Arts

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MaryAnn

Bachelor of Science, English, Psychology
13+ years of tutoring

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 servic...

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University of Pittsburgh

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Meet Our Expert Tutors

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Tony

Calculus Tutor • +28 Subjects

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, English, history, and Mandarin Chinese part-time with a DC-based tutoring company. At Yale, I worked as a freshman counselor to provide academic and career advice to incoming freshmen. I have taken both SAT and MCAT test prep classes and am familiar with both tests as well as the preparation necessary to score well. My personal career goals include attending medical school to pursue either immunology/infectious diseases or psych/neurology, teaching biology at the university level, and working in public/global health with either the CDC or the WHO.

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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 :)

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Sami

Pre-Algebra Tutor • +19 Subjects

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. Hobbies: reading, writing, art, books, music

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Annie

Pre-Algebra Tutor • +28 Subjects

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.

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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

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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!

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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.

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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!

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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.

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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.

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Frequently Asked Questions

Stochastic calculus is the mathematics of random processes and uncertainty, combining calculus with probability theory. It's challenging because it requires mastery of both deterministic calculus and probability, plus an entirely different set of rules—like Itô's lemma—that don't follow traditional calculus intuitions. Many students struggle with the conceptual leap from knowing how to compute derivatives to understanding why the chain rule works differently for random processes.

A tutor helps you see the underlying patterns and connections between probability, continuous processes, and differential equations. Rather than just applying Itô's lemma or solving SDEs mechanically, expert tutors guide you to understand why these tools work—showing you how infinitesimal changes in Brownian motion differ from deterministic calculus, and how that difference propagates through your calculations. This conceptual foundation makes problem-solving intuitive instead of rote.

Students typically find three concepts most difficult: (1) Brownian motion and quadratic variation—accepting that dW² = dt requires a conceptual shift; (2) Itô's lemma—the extra drift term catches many off guard; and (3) connecting theory to applications—understanding why stochastic differential equations matter for modeling real systems like stock prices or interest rates. Tutors help by breaking these into digestible pieces and showing how each builds on the last.

Yes. Stochastic calculus is taught through various frameworks—some courses emphasize financial applications (like those using Hull or Shreve), others focus on the pure math (Karatzas & Shreve), and still others blend discrete and continuous approaches. Tutors work flexibly with your specific course materials, whether you're learning measure-theoretic foundations, Itô integrals, or practical derivatives pricing. We adapt explanations to match your curriculum while building the core understanding that transfers across contexts.

Proofs in stochastic calculus require both technical precision and conceptual clarity. Tutors help you structure your reasoning—identifying what you know, what you need to show, and which theorems bridge the gap. They also teach you how to show your work in a way that communicates your understanding: defining measure spaces carefully, explaining why step functions approximate integrands, justifying limit arguments, and confirming that technical conditions (like integrability) are met. This turns proofs from intimidating puzzles into logical narratives.

You should expect to move from struggling with isolated concepts to confidently tackling multi-step problems that weave together probability, calculus, and stochastic processes. Most students gain the ability to set up and solve stochastic differential equations, apply Itô's lemma without second-guessing themselves, and explain why results matter—not just compute them. Beyond grades, you'll develop genuine intuition for randomness and continuous-time modeling, which transfers to applications in finance, physics, or engineering.

Look for someone with deep knowledge of both the underlying probability theory and the calculus machinery—they should be comfortable explaining both why Brownian motion has infinite variation and how that impacts integration. Great tutors also have teaching experience making these abstract concepts concrete, can work flexibly with your textbook and course structure, and know how to adjust pacing based on your background. They should be able to build your confidence while holding you accountable to rigorous thinking.

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