Courses and learning materials

Structured topics for university, school and exam preparation.

Browse current and future content areas. The structure is prepared for PDF notes, problem sheets, Python notebooks, simulations, Beamer slides and worked examples.

University / school

Mathematics for Physics and Engineering

Vector calculus, differential equations, Fourier methods, complex numbers, linear algebra and problem-solving strategy.

  • School mathematics
  • Engineering maths
  • Exam prep

Engineering

Electrical Engineering

Circuits, signals, transfer functions, frequency response, systems theory and control theory.

  • Circuits
  • Signals
  • Control theory

Computing

Programming and Scientific Computing

Python, JavaScript, numerical experiments, GitHub, LaTeX, Jupyter notebooks and reproducible workflows.

  • Python
  • Jupyter
  • LaTeX

Data

Data Analysis and Statistics

Data cleaning, plotting, regression, probability, uncertainty, hypothesis testing and interpretation of results.

  • Regression
  • Statistics
  • Reports

Business

Business and Taxation

Business cases, German taxation examples, legal terminology for students and exam-oriented case-study structure.

  • Taxation
  • Case studies
  • Business

School exams

Abitur, A Level and SAT Preparation

School mathematics, school physics, statistics basics, structured revision and exam problem-solving strategy.

  • Abitur
  • A Level
  • SAT

Add new material later

PDFs go into assets/pdf/, images into assets/img/, and lecture pages into lectures/.