Misc Textbooks and Resources
- Helping Engineers Learn Mathematics Workbooks (HELM)
- Dropbox Textbook Collection
- i3net Local industry Resources
Study Timeline and Weekly Resources – Rory G (MATH283)
Week 1 – 02/03/2026
- Functions of several variables
- Partial derivatives introduction
- HELM 4: Trigonometry
- HELM 18 – Functions of Several Variables
- HELM 11 – Differentiation
Week 2 – 09/03/2026
- Chain rule and implicit differentiation
- Applications of partial derivatives
- HELM 11 – Differentiation
- HELM 12 – Applications of Differentiation
Week 3 – 16/03/2026
- Double integrals in Cartesian coordinates
- Areas and volumes
- Polar coordinates
- HELM 27 – Multiple Integration
- HELM 17 – Conics and Polar Coordinates
Week 4 – 23/03/2026
- Introduction to Laplace transforms
- Gamma function and solving ODEs
- HELM 20 – Laplace Transforms
- HELM 19 – Differential Equations
Week 5 – 30/03/2026
- Shift theorems and derivatives of Laplace transforms
- Product of Laplace transforms
- HELM 20 – Laplace Transforms
Week 6 – 06/04/2026
- Fourier Series introduction
- Convergence, cosine and sine series
- HELM 23 – Fourier Series
Week 7 – 13/04/2026
- Special functions – Beta and Error functions
- Revision
- HELM 16 – Sequences and Series
Week 8 – 27/04/2026
- Probability rules
- Venn diagrams and tree diagrams
- Exploratory data analysis
- HELM 35 – Sets and Probability
- HELM 36 – Descriptive Statistics
Week 9 – 04/05/2026
- Discrete random variables
- Binomial distribution
- Poisson process
- HELM 37 – Discrete Probability Distributions
Week 10 – 11/05/2026
- Continuous distributions
- Normal distribution
- Central Limit Theorem
- HELM 38 – Continuous Probability Distributions
- HELM 39 – The Normal Distribution
Week 11 – 18/05/2026
- Confidence intervals
- Hypothesis testing
- HELM 40 – Sampling Distributions and Estimation
- HELM 41 – Hypothesis Testing
Week 12 – 25/05/2026
- Two-sample tests
- Correlation and regression
- HELM 43 – Regression and Correlation
Week 13 – 01/06/2026
- Analysis of Variance (ANOVA)
- Nonparametric tests
- HELM 44 – Analysis of Variance
- HELM 45 – Non-parametric Statistics