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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

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
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
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

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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
10+ years
Zachary
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...
Yale University
Bachelors, Biochemistry and Biophysics

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Charles
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 descr...
Yale University
Bachelor of Science, Mechanical Engineering

Certified Tutor
10+ years
Earnest
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!
University of Pennsylvania
Masters, Chemical and Biomolecular Engineering
University of Pennsylvania
Bachelors, Chemical and Biomolecular Engineering

Certified Tutor
6+ years
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 ...
University of Notre Dame
Bachelor in Arts
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Samantha
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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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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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Sami
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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
Annie
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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.
Sharon
Pre-Algebra Tutor • +29 Subjects
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 classroom with middle-school students who were in approximately the 10th percentile for math (meaning they score lower than 90% of students). One-fourth of those students were able to grow around 15 percentile points by the end of the year! Hobbies: reading, cooking, gardening, music, art, nature, books, writing
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!
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!
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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Frequently Asked Questions
Students typically find the transition from theoretical statistics to practical predictive modeling most challenging. The exam requires mastery of data exploration, variable selection, model building, and validation—but many candidates struggle with the balance between statistical rigor and business pragmatism. Additionally, the coding component (using R or Python) combined with conceptual understanding trips up those who excel in theory but lack hands-on implementation experience. Time management during the exam is also critical, as students must complete a realistic predictive analytics project under time constraints.
Expert tutors break model validation into concrete, testable concepts: train-test splits, cross-validation techniques, and performance metrics specific to the exam's focus areas. They guide students through hands-on practice identifying overfitting in real datasets, comparing validation approaches, and understanding when each method is appropriate. Rather than just explaining the theory, tutors walk through actual Exam PA case studies, showing how validation decisions directly impact model selection and business recommendations—the exact skills the exam tests.
You should be comfortable with basic data manipulation, statistical functions, and visualization in R or Python—but you don't need to be an expert programmer. Exam PA tutors help bridge the gap between statistical knowledge and coding implementation, teaching you how to efficiently write code for exploratory data analysis, model fitting, and validation. If you're weak in coding fundamentals, a tutor can help you develop those skills in parallel with exam-specific content, ensuring you can execute your analytical thinking during the actual exam.
Variable selection is where many candidates falter because it requires balancing statistical significance, business relevance, and model complexity—decisions that aren't always clear-cut. A tutor works with you on frameworks for evaluating predictors: correlation analysis, information value, domain knowledge integration, and iterative model refinement. Through guided practice on past exam scenarios, you'll develop intuition for when to include, exclude, or engineer variables, and how to justify those choices in your written explanations—a key graded component of Exam PA.
Strong Exam PA tutors have passed the exam themselves or hold advanced actuarial credentials (FSA, ASA, or equivalent), combined with real-world experience in predictive modeling or data science. They should be fluent in the technical tools (R/Python), understand actuarial business contexts, and have experience coaching other candidates through the exam's unique demands. Beyond credentials, effective tutors can translate complex statistical concepts into practical exam strategy and help you develop the communication skills needed to justify analytical decisions—a critical part of the grading rubric.
Most candidates spend 3-6 months preparing for Exam PA, though this varies based on your background in statistics, coding, and actuarial science. If you're strong in statistics but weak in coding, you might focus tutoring on implementation skills over 2-3 months. If you're new to predictive modeling concepts, expect a longer timeline to build foundational understanding alongside technical skills. A tutor can assess your starting point and create a personalized timeline, helping you prioritize high-impact topics and avoid spending time on areas where you're already strong.
Early progress includes confidently performing exploratory data analysis, correctly interpreting model outputs, and articulating why specific modeling choices are appropriate. Mid-stage progress means you can independently build, validate, and compare multiple models, then write clear business recommendations based on results. Final readiness is demonstrated by completing full practice exams under time constraints with scores consistently in the passing range, along with the ability to explain your analytical decisions clearly—both in code comments and written summaries that mirror the exam's expectations.
You should have solid foundational knowledge of probability, statistics (distributions, hypothesis testing, regression), and ideally some exposure to actuarial science concepts. If you're coming from a non-actuarial background, you may need to build context around how predictive models apply to insurance and pension problems. A tutor can quickly assess gaps in your statistical foundation and help fill them efficiently, but attempting Exam PA without basic statistics knowledge will require significant additional time. Coding experience is helpful but can be developed during exam prep if you have strong analytical thinking skills.
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