Math AI
applications and interpretation
exercise
Numbering of the documents is in accordance with my lecture notes
[MAI xxx ] = Questions together with extra space for answer
[S] = Solutions
Titles in GREEN are for SL and HL
Titles in BROWN are only for HL
Documents in grey font are under construction.
Topic 1. Number and algebra
1A. Basic algebra
- [MAI 1.1] Numbers [S]
- [MAI 1.2-1.3] Exponents - Systems [S]
- [MAI 1.4-1.5] Arithmetic Sequences [S]
- [MAI 1.6] Geometric Sequences [S]
- ------------------------------------------------------
- [MAI 1.7] Infinite series [S]
1B. Complex numbers - Matrices
Topic 2. Functions
2A. Theory of functions
- [MAI 2.1] Lines [S]
- [MAI 2.2] Quadratics [S]
- [MAI 2.3-2.4] Functions [S}
- [MAI 2.5-2.6] Exponents & logarithms-I [S]
- ------------------------------------------------------
- [MAI 2.7-2.8] Composition - Inverse functions [S]
- [MAI 2.9] Transformations [S]
- [MAI 2.10] Asymptotes [S]
- [MAI 2.11-2.12] Exponents & logarithms-II [S]
2B. Modelling with functions
- [MAI 2.13-2.14] Polynomial models [S]
- [MAI 2.15-2.16] Power and exponential models [S]
- [MAI 2.17] Sinusoidal model [S]
- [MAI 2.18] Voronoi diagrams [S]
- [MAI 2.19] Financial applications [S]
- ------------------------------------------------------
- [MAI 2.20-2.24] Other Models - Linearization [S]
Topic 3. Geometry and trigonometry
3A. Trigonometry
- [MAI 3.1-3.4] 3D Geometry - Triangles [S]
- [MAI 3.5] Arcs and sectors [S]
- ----------------------------------------------------
- [MAI 3.6-3.7] Trig circle - Radians - Triangles-II [S]
- [MAI 3.8] Trigonometric functions [S]
3B. Vectors - Graph theory
- [MAI 3.9-3.11] Vectors - Dot product [S]
- [MAI 3.12-3.13] Equations of lines [S]
- [MAI 3.14] Cross product [S]
- [MAI 3.15] Kinematics (with vectors) [S]
- -------------------------------------------------------
Topic 4. Statistics and probability
Topic 4A. Descriptive Statistics - Probability
- [MAI 4.1-4.3] Descriptive Statistics [S]
- [MAI 4.4] Linear Regression [S]
- [MAI 4.5-4.7] Probability I (Venn - Tables) [S}
- [MAI 4.8] Probability II (Tree diagrams) [S]
- [MAI 4.9] Discrete distributions {S}
- [MAI 4.10] Binomial distribution [S]
- [MAI 4.11] Normal distribution [S]
- -------------------------------------------------------
- [MAI 4.12] Poisson distribution [S}
- [MAI 4.13-4.14] Expectation algebra - CLT [S]
- [MAI 4.15] Markov chains [S]
Topic 4B. Further Statistics
- [MAI 4.16-4.17] Hypothesis test for two means [S]
- [MAI 4.18-4.19] Chi-square tests [S]
- -------------------------------------------------------
- [MAI 4.20-4.22] Conf. interval - Hyp. test for μ [S]
- [MAI 4.23-4.25] Hypothesis test for λ, p and ρ [S]
- [MAI 4.26] Critical region - Type I-II errors [S]
Topic 5. Calculus
Topic 5A. Differentiation
- [MAI 5.1] The concept of the limit [S]
- [MAI 5.2-5.3] Basic derivatives - Tangent/Normal [S]
- [MAI 5.4] Monotony - max - min [S]
- [MAI 5.5] Optimization [S]
- -----------------------------------------------------
- [MAI 5.6-5.7] Rules of differentiation [S]
- [MAI 5.8] Monotony - Concavity - Optimization [S]
- [MAI 5.9] Related rates [S]
Topic 5B. Integration
- [MAI 5.10-5.13] Basic integrals - Areas [S]
- -----------------------------------------------
- [MAI 5.14-5.15] More integrals - Substitution [S]
- [MAI 5.16] Areas and Volumes [S]
- [MAI 5.17] Kinematics (with calculus) [S]
- [MAI 5.18-5.19] Differential equations [S]
- [MAI 5.20-5.21] Coupled differential equations [S]