Award-Winning AP Computer Science Principles Tutors
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Award-Winning AP Computer Science Principles Tutors serving Jacksonville, FL

Certified Tutor
6+ years
Samuel
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 ...
California Institute of Technology
Bachelor of Science, Applied Mathematics

Certified Tutor
5+ years
Benjamin
I am a 2023 graduate of the University of Notre Dame with a Finance/Economics major and a minor in Innovation and Entrepreneurship. I am a passionate student in the math and business realms, as I enjoy the intuitiveness of the former and the real-world potential of the latter. During classes in midd...
University of Notre Dame
Bachelor of Science in Finance and Economics (minor: Innovation and Entrepreneurship)

Certified Tutor
9+ years
Isabella
I am a graduate of MIT. I received my Bachelor of Science in Mathematics with minors in Management Science and Ancient and Medieval Studies. Since graduation, I have started my PhD at Georgia Tech in Operations Research. Throughout my career I have TA'd several math and computer science courses at t...
Massachusetts Institute of Technology
Bachelor of Science in Mathematics (minors in Management Science and Ancient and Medieval Studies)
Georgia Institute of Technology-Main Campus
Current Grad Student, Operations Research

Certified Tutor
9+ years
Daniel
I'm currently majoring in bioengineering/pre-med at Rice University. I graduated as the valedictorian of my high school class. My interests include biology, math, and violin performance. I've done neuroscience research at the Jungers Center for Neuroscience Reseach and the Oregon National Primate Re...
Rice University
Current Undergrad Student, Biomedical Engineering

Certified Tutor
9+ years
David
I am a graduate of Stanford University, where I received a BS in Cognitive Science and an MS in Computer Science. After graduation, I spent a summer in Palestine, where I taught web development, app development, and entrepreneurship to a cohort of overenthusiastic high school students; now, I've mov...
Stanford University
Master of Science, Computer Science
Stanford University
Bachelor of Science, Cognitive Science
Stanford University
BS in Cognitive Science

Certified Tutor
9+ years
Daniel
I am an Undergraduate Student at Vanderbilt University. With years of tutoring experience and a solid academic foundation, I am fully equipped to teach in various subjects at many different levels.
Vanderbilt University
Bachelor of Engineering, Electrical Engineering

Certified Tutor
6+ years
Ronit
I am an incoming student at Yale University studying computer science and economics. I'm also interested in math and chemistry. My favorite area to tutor is SAT, specifically the SAT math section. In my spare time, I enjoy playing golf, cooking, and reading thriller novels. I'm excited to start work...
Yale University
Bachelor of Science, Computer Science

Certified Tutor
8+ years
Pratik
I'm a premedical student at Cornell University with extensive experience tutoring students, especially in chemistry at the high school and undergraduate level, writing at the high school and undergraduate level, and SAT/ACT prep.
Cornell University
Bachelor in Arts, Biology, General

Certified Tutor
6+ years
Julia
I am currently an undergraduate student at Stanford University, and I recently graduated top of my class from Phillips Academy, a prestigious private boarding school in Massachusetts. For the past few years, I have tutored students of all different ages, serving as a peer tutor, faculty-nominated de...
Stanford University
Bachelor of Science, Economics

Certified Tutor
9+ years
Derek
I am currently a Harvard student majoring in Computer Science with a minor in Applied Mathematics. I graduated Class Valedictorian in high school and was named National Merit Finalist. I took 16 AP classes in high school, including AP Calculus AB, AP Calculus BC, AP Computer Science A, AP Physics C ...
Harvard University
Bachelor in Arts, Computer Science
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Frequently Asked Questions
AP Computer Science Principles focuses on broad computational thinking skills rather than programming syntax. The course covers five big ideas: creative development, data, algorithms, programming, and the internet. Students learn how computing impacts society, explore real-world applications, and develop projects that demonstrate computational thinking—making it accessible for students without prior coding experience.
The AP exam has two components: a multiple-choice section (70% of score) and a Create Performance Task completed during the course (30% of score). The multiple-choice section tests conceptual understanding and problem-solving across all five big ideas, with questions that often present scenarios or code snippets to analyze. The Performance Task requires students to design, implement, and document a program that demonstrates their computational thinking skills.
Many students struggle with translating abstract computational concepts into concrete code, especially the Performance Task which requires both technical execution and clear documentation. Others find the multiple-choice section challenging because questions often test conceptual understanding rather than memorization, requiring students to apply knowledge to unfamiliar situations. Time management during the exam and confidence in explaining algorithmic thinking are also frequent pain points.
Score improvement depends on your starting point and effort level, but focused tutoring typically helps students move up one to two score brackets (for example, from a 2 to a 3 or 3 to a 4). The key is identifying specific weak areas—whether that's understanding algorithms, debugging code logic, or articulating your thinking in the Performance Task—and targeting those through practice and feedback. Consistent preparation over several months yields the best results.
Tutors can guide you through each phase of the Performance Task: choosing a meaningful program idea, implementing it effectively, and most importantly, writing clear documentation that explains your computational thinking. They help you practice articulating why you made specific design choices and how your program demonstrates the big ideas of the course. Many students underestimate the documentation component—tutors ensure you're balancing solid code with compelling written explanations.
Ideally, students benefit from tutoring support throughout the school year, not just before the exam in May. Starting in the fall or early spring allows time to build conceptual understanding, work through practice problems, and refine your Performance Task. If you're starting closer to exam day, focused tutoring can still help you identify gaps and practice test-taking strategies, but earlier engagement gives you more time to develop deep understanding and confidence.
Look for tutors with strong computer science backgrounds and specific experience teaching or tutoring AP Computer Science Principles. They should understand both the technical content (algorithms, programming, data representation) and the exam's emphasis on computational thinking and real-world applications. Experience with the Performance Task evaluation rubric is especially valuable, as is familiarity with helping students manage test anxiety and develop effective study strategies.
With Jacksonville's diverse school district serving over 120,000 students, personalized instruction helps you work at your own pace and focus on the specific concepts your school's curriculum emphasizes. Tutors can adapt to your learning style, whether you're visual, hands-on, or conceptual—and they can provide targeted support whether you're building foundational understanding or polishing your Performance Task before submission. Varsity Tutors connects you with expert tutors who tailor their approach to your goals and timeline.
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