Every external source cited in the PeerTutor curriculum maps, with the access label and the subjects that reference it.
PeerTutor publishes its own curriculum maps, unit assignments, and checked practice. Provider videos are embedded only through official players when embedding is available, source resources remain attributed, and outside exercises or article text are not copied into PeerTutor.
These guides inform the repeated Preview, Learn, Check, and Apply rhythm used in every unit.
Supports the consistent four-step unit order, explicit learning targets, and predictable navigation used across PeerTutor courses.
Read the sourceSupports multimedia instruction, interactive checks, immediate feedback, tutor support, and student reflection in each learning sequence.
Read the sourceShowing 1-10 of 10 citations used by computer science paths.
Open Python course with lectures, book, assignments, and autograders that extends the foundations in Computer Science Circles.
Official Python drill sequence for warmups, strings, lists, logic, and loop practice; linked only, not copied.
Long-form programming, computer science, data, math, and project tutorials from the freeCodeCamp nonprofit channel.
Long-form beginner Python video used as an optional teaching companion before PeerTutor's original CodingBat-style checks.
Free beginner programming concepts path. Khan's course is not Python-specific, so PeerTutor keeps Python syntax in its own practice.
Introductory Python course with lectures, notes, and problem sets.
New York K-12 computer science and digital fluency standards by grade band.
New York State content-area standards hub for local curriculum alignment.
Interactive Python textbook with active code, tracing, and chapter assessments.
Beginner Python lessons with in-browser exercises and feedback; linked as a guided starting point before longer Python projects.