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Download Labs for Foundations of Applied Mathematics Volume I: Mathematical Analysis free book as pdf format

Labs for Foundations of Applied Mathematics Volume I: Mathematical Analysis

This lab manual is designed to accompany the textbook Foundations of Applied Mathematics by Humpherys and Jarvis. This link for educational purpose only. Please remove file from your computer after familiarization.

This lab manual is designed to accompany the textbook Foundations of Applied Mathematics by Humpherys and Jarvis.

Contents:

  • Python Essentials
  • Invertible Affine Transformations and Linear Systems
  • Profiling
  • Cython
  • QR decomposition
  • Givens rotations and Least squares
  • Image Segmentation
  • Eigenvalue Solvers And Markov Chains
  • SVD
  • Correlation and Covariance
  • Facial Recognition using Eigenfaces
  • Numerical Derivatives
  • Newton’s Method
  • Gaussian Quadrature
  • Monte-Carlo Integration
  • Interfacing With Other Programming Languages Using Cython
  • Single Pixel Camera
  • Complex Numbers
  • Integration in the Complex Plane
  • PageRank Algorithm
  • Finding Eigenvalues Using Iterative Methods
  • GMRES
  • RSA

Book year:

Book pages: 272

Book language: en

File size: 8.53 MB

File type: pdf

Published: 21 May 2022 - 15:00