International / IB
Provide a flexible international route for learners using international programmes or educational systems that do not fit one of the country-specific routes.
Use curriculum context where it helps. Keep the learning transferable.
The regional layer helps learners recognise their academic stage and terminology without changing the underlying mathematical, statistical or computational principles.
Flexible
Start from the learner's actual programme rather than forcing it into an unsuitable national structure.
International
Prioritise concepts and technical skills that transfer across educational systems.
Adaptable
Use local terminology and assessment requirements when they matter to the learner.
What do you want to learn in International / IB?
Start with the discipline, then choose the academic level that best matches where you are now.
Statistics
Probability, inference, modelling and real-world decision making.
Mathematics
From algebra and calculus to proof, linear algebra and optimisation.
Data Science
Python, R, SQL, visualisation, machine learning and real projects.
Bioinformatics
Genomics, transcriptomics, single-cell, spatial and computational biology.
Computer Science
Programming, algorithms, software, databases, systems and artificial intelligence.
Use an internationally transferable quantitative foundation.
Start from the subject and level you are studying, then use your own school programme or international qualification as the detailed curriculum reference.
Courses that may be useful for learners in International / IB.
These are general learning recommendations rather than an official curriculum mapping. The right starting point depends on the learner's actual course and prior knowledge.
Statistics Foundations
A clear and intuitive introduction to data, probability, distributions, sampling, confidence intervals and statistical reasoning.
Algebra Foundations
Build fluency with expressions, equations, inequalities, functions and the algebraic reasoning needed for advanced mathematics.
Calculus Foundations
Build an intuitive understanding of limits, derivatives, integrals and the idea of continuous change.
Python Programming
Learn programming from scratch with clear explanations, coding challenges and small practical projects.
Data Literacy
Learn how data are collected, cleaned, visualised and interpreted in science, society and everyday decision making.
Computer Science Foundations
Understand computation, programming, algorithms, data representation and the core ideas behind computer science.
Learn through globally transferable academic disciplines.
At undergraduate and postgraduate level, mathematical theory, statistical methods, programming and computational research skills transfer strongly across countries and institutions.
Use broad academic language and adapt terminology to the learner's own educational system where necessary.
Use your own programme's assessment requirements while building deeper understanding that remains useful across different academic environments.
Move from school-level foundations into internationally transferable university and professional quantitative skills.
The learning route changes as you progress.
Select the level that best describes what you are trying to achieve now.
High School
Curriculum + foundationsBuild the mathematical, statistical and computational foundations needed for current study and later progression.
02Undergraduate
Theory + applicationDevelop deeper understanding of university modules, quantitative methods and technical workflows.
03Postgraduate
Advanced + researchMove into specialist methods, research-oriented analysis and advanced computational learning.
04Learn for Yourself
Career + curiosityLearn useful mathematical, programming and data skills outside a formal academic programme.
Contextualised for learners.
Not presented as official endorsement.
References to qualifications, education systems or academic structures help learners find relevant material. Unless explicitly stated otherwise, My Academic Tutor is not claiming affiliation with or endorsement by an examination board, university, ministry, department or other education authority.
Tell us what you are studyingโnot just where you live.
For tutoring, the most useful context is your subject, academic level, current course or qualification and the exact concept or skill causing difficulty.
Studying somewhere else?
Switch to another regional context, or use the International / IB route when that is a better fit.
Your location gives context.
Your goal determines the path.
Choose your discipline and current level, then use courses, pathways, Interactive Labs and expert support to build from where you are towards where you want to go.