Advanced Python
Modular programming, object-oriented concepts, APIs, data processing and application architecture.
Grades 9-12
Advanced Python, AI/ML & Intelligent Systems
Move from using technology to designing it.
Students deepen their programming and AI knowledge while designing data-driven systems, Generative AI applications and portfolio-level technical projects.
Technical depth grows alongside product thinking and independent execution.
Live 1:1 learningPaced for the student
Develop withAdvanced Python
EngineerAI/ML systems
PresentPortfolio projects
What learners develop
Skills That Matter at Grades 9-12
The goal is not to collect tools. It is to build technical understanding, problem-solving ability and the confidence to create.
Each concept is introduced through guided practice, applied in a project and revisited at greater depth as the learner progresses.
Machine learning
Prepare datasets, select approaches, train models, evaluate results and improve performance.
Model development
Understand the complete model-building workflow instead of only using a prebuilt tool.
Generative AI apps
Build with modern AI models, prompting techniques, APIs and structured workflows.
Product & system thinking
Connect components into complete applications designed around a meaningful user need.
Portfolio development
Plan, document, test, improve and communicate increasingly sophisticated technical work.
Learning by building
What Students Can Create
Project choices adapt to the learner's interests, experience and pace. These examples show the level and direction of the work.
ML01
Project type
Machine learning
Prediction or classification systems built from real datasets.
AI02
Project type
AI products
Useful web or software tools powered by AI models and APIs.
DATA03
Project type
Data
Analysis projects that turn complex information into clear insights.
BUILD04
Project type
Capstone
A substantial original build documented and refined for a technical portfolio.
The learning path
A Clear Progression, Personalized in Every Class
The sequence builds strong foundations while the mentor adjusts examples, challenge level and project direction for the individual learner.
1:1
One student. One mentor. Space to ask questions, revisit ideas and move forward at the right pace.
- 01
Engineer
Write modular Python and connect applications to APIs, data and external services.
- 02
Model
Prepare data, train an approach, compare results and explain limitations.
- 03
Integrate
Turn code and AI capabilities into a complete, usable technology solution.
- 04
Launch
Test, document, present and refine a portfolio-ready capstone project.
The outcome
Progress You Can See in Code, Projects and Thinking.
The ability to design and build substantial technology projects that demonstrate programming, AI and problem-solving skills.
- ✓Structure maintainable Python applications
- ✓Develop and evaluate an AI/ML workflow
- ✓Connect models, APIs and interfaces
- ✓Present technical decisions through a polished portfolio
Explore all stages
Explore next See the complete Grades 3-12 learning journey
Find the right starting point
Book a Free TrialStart With a Live 1:1 Trial Class.
A STEMnox mentor will understand your child's current skills, interests and readiness, then recommend an appropriate path within Grades 9-12.