Tag: #engineering-math
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 28 posts
Engineering Math Series 12: Elimination, Inverse Matrices, and Determinants
Organizes the three core perspectives for solving linear systems -- Gaussian elimination, inverse matrices, and determinants -- at the beginner level.
2026-03-19 · 3 min read #engineering-math#linear-algebra#determinants#matrix-inverse#2026-03Engineering Math Series 9: Intuition Behind the Laplace Transform
Explains intuitively why the Laplace transform turns differential equations into algebraic problems, and the difference between the time domain and the s-domain.
2026-03-19 · 3 min read #engineering-math#laplace-transform#ode#systems#2026-03Engineering Math Series 6: Higher-Order ODEs and Initial Value Problems
Covers the basic structure of third-order and higher ODEs and the meaning of initial value problems, explaining why the number of conditions is tied to the order.
2026-03-19 · 3 min read #engineering-math#ode#higher-order-ode#initial-value-problem#2026-03Engineering Math Series 3: Separation of Variables, Integrating Factor, Exact Equations
Covers the three essential solution methods for first-order ODEs -- separation of variables, integrating factor, and exact equations -- with intuition and worked examples.
2026-03-19 · 4 min read #engineering-math#ode#first-order-ode#integrating-factor#2026-03Linear Algebra Complete Guide: Zero to Hero from Vectors to SVD ♪ Listenable
A comprehensive guide to linear algebra from first principles to advanced topics. Covers vectors, matrices, determinants, vector spaces, eigenvalues, and SVD with Python code examples throughout.
2026-03-17 · 23 min read #linear-algebra#math#engineering-math#vectors#matricesEngineering Mathematics 4: Vector Calculus - From Green's Theorem to Stokes' Theorem
A comprehensive guide to vector calculus at the heart of engineering mathematics. Covers gradient, divergence, and curl through to Green's theorem, Gauss's divergence theorem, and Stokes' theorem with Python examples.
2026-03-17 · 15 min read #engineering-math#vector-calculus#green-theorem#stokes-theorem#divergence-theoremEngineering Mathematics 1: Ordinary Differential Equations & Laplace Transform - Complete Guide
A complete guide to ordinary differential equations for electrical, electronic, and mechanical engineering students. Master first-order ODEs, second-order linear ODEs, systems of ODEs, Laplace transforms, and inverse tra
2026-03-17 · 19 min read #engineering-math#ode#differential-equations#laplace-transform#mathematicsEngineering Mathematics 2: Fourier Series, Fourier Transform & PDE
A complete guide to Fourier analysis and partial differential equations for electrical, electronic, and communications engineering students. Master Fourier series, Fourier transform, DFT/FFT, heat equation, wave equation
2026-03-17 · 19 min read #engineering-math#fourier-series#fourier-transform#pde#signal-processing