Debugging is a skill that goes beyond just fixing broken code—it's about learning to think systematically through problems. Tutors work through errors with you, teaching you how to read error messages, isolate the problem, and test solutions. This hands-on approach builds your problem-solving confidence so you can tackle unfamiliar bugs independently rather than just copying fixes.

Syntax is the rules of a specific language (like Python or Java)—how you write valid code. Logic is the algorithmic thinking behind *what* your code does. Many students struggle because they focus on syntax memorization instead of understanding how to break problems into steps. Tutors help you build strong logic and algorithmic thinking first, so syntax becomes easier to learn and remember.

Data structures (arrays, linked lists, hash tables, trees) are fundamental to writing efficient code and solving complex problems. They're often abstract and hard to visualize, which is why many students find them challenging. Tutors use diagrams, code examples, and hands-on practice to make these concepts concrete, helping you understand not just how they work but when and why to use each one.

Yes—project-based learning is one of the most effective ways to solidify computer science skills. Tutors can guide you through building real applications (websites, games, data analysis tools), help you plan your project structure, review your code, and teach you how to approach problems you haven't seen before. This builds portfolio-ready work while deepening your understanding of programming concepts.

There's no single "right" path—it depends on what excites you and your goals. Tutors can help you explore different areas through small projects and discussions, then tailor sessions to your interests. Whether you're drawn to front-end web development, machine learning, game engines, or cybersecurity, personalized tutoring lets you focus on what matters to you while building core skills that apply across all paths.

Portland's high schools teach computer science across multiple courses and frameworks. Tutors are familiar with common curricula and can support you whether you're in AP Computer Science, introductory programming, or specialized electives. They'll work alongside your classroom instruction, reinforcing concepts from your course while providing the extra practice and personalized explanation that helps concepts click.

Computer science builds on itself, but struggling now doesn't mean you can't succeed. Many students find their confidence grows quickly once they get personalized help identifying exactly where things went wrong—whether it's foundational logic, a specific language syntax, or how to approach problem-solving. Tutors can help you fill gaps, rebuild your foundation, and move forward with real understanding rather than just trying to keep up.