From binary all the way up to ethics. Advanced Computer Science is a college-prep survey of the full field — how computers represent information, how the internet routes packets, how algorithms work, how data gets visualized and biased, and what computing's actual impact on society is — ending with a self-directed capstone project that ties the year together.
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Most "AP Computer Science" equivalents for high schoolers pick one corner of the field and dig deep. Advanced Computer Science takes the wider view: how computers actually represent information at the bit level, how the internet routes packets, how algorithms get faster, how data gets visualized and biased, and what computing's real impact on society is — including the ethics most CS courses skip.
It's college-prep in two senses. First, your learner sees the full landscape of computer science before they pick a college specialization, so the choice is informed instead of accidental. Second, the work itself — analyzing algorithms, debating ethics, building computational artifacts — is the kind of work first-year college CS programs assume you've already done.
The point isn't to make a software engineer this year. It's to make a learner who can choose to be one, with eyes open.
Most CS courses for teens pick one piece of the field — just Python, just AP CS Principles topics — and call it a year. Advanced CS gives the wide view: binary, internet protocols, cryptography, algorithms, programming, data, ethics, and creative computing. Your learner picks a college specialization knowing what's actually out there.
Most CS curricula treat ethics as a one-week unit at the end. Advanced CS treats it the way the field actually works: data bias gets discussed in the data module, AI ethics in the programming module, privacy in the cybersecurity module, and the whole final project gets evaluated on impact. The questions are baked in.
A "course completed" line doesn't impress anyone. A self-directed capstone project that integrates a year of computer science thinking — algorithms, data, programming, an ethical lens — does. Advanced CS ends with something concrete your learner planned, built, documented, and presented, the kind of work college admissions and summer programs actually engage with.
Eight modules across the year. Each card lists the tools and topics students will master.
How computers actually represent the world. Students convert between binary, decimal, and hexadecimal, see how text and images get stored as bits, and walk down the layers of abstraction from CPU and RAM up to the operating system.
How packets cross the planet, and how to keep the messages safe. Students trace internet routing, work through TCP/IP and DNS, then practice encryption, hashing, and public-key cryptography — including the threat side: phishing, malware, and how to spot them.
The thinking layer underneath every program. Students compare search and sort algorithms, analyze efficiency in time and space, design solutions in pseudocode and flowcharts, and decide between iterative and recursive approaches.
The core mechanics of writing software. Students work with variables, data types, loops, conditionals, and modular functions in a high-level programming language, and learn to debug systematically rather than by guessing.
From raw datasets to honest insights. Students learn how big data gets collected and analyzed, build visualizations to interpret trends, and confront the harder question: what happens when the data is biased and the AI built on it inherits that bias?
Programming as creative expression. Students use code to generate visual art, build interactive media with graphics, animation, and sound, and apply user-experience design principles to make their work intuitive for someone other than themselves.
The questions every computer scientist should be able to answer. Students engage with digital privacy, AI ethics, and misinformation, then turn the lens around: how is technology used for social good, and what are the actual career pathways in the field?
The self-directed final project. Students plan, build, refine through peer review, document, and present a computational artifact that pulls together a year of computer science thinking — with the kind of structure and reflection college CS programs expect.
Download the complete scope and sequence for Advanced Computer Science, including week-by-week pacing and lesson topics.
Scope & Sequence (PDF)
“It's still important that we understand what we're looking at, see the problem, and stumble our way towards fixing it. What we're learning and what you guys are doing here has really helped me—and most likely others as well—cultivate that skill.”
Advanced Computer Science is offered as a live cohort that meets weekly throughout the school year. Spots are limited.
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