Fundamentals of Mathematical Modelling for Data Analysis with MATLAB Training Course

Fundamentals of Mathematical Modelling for Data Analysis with MATLAB Training Course

Intermediate | 5 days | Face to Face / Online / Elearning | Certificate
01

Course Overview

Course Summary
Course Title Fundamentals of Mathematical Modelling for Data Analysis with MATLAB Training Course
Organization Tech For Development (T4D)
Venue Tech For Development (T4D) Training Centre
Duration 5 days
Target Industries
Target Job Roles
Course Fees (Face-to-Face) USD 1,500/KES 99,000 (Exclusive of VAT)
Course Fees (Virtual) USD 1,000/KES 70,000 (Exclusive of VAT)
Training Modes Virtual and face-to-face training
Payment Payment should be made to the Tech For Development (T4D) bank account on or before the start of the course
Accreditation Tech For Development Certificate of Course Completion

Course Overview

Problem-solving and data analysis whether for an institution, projects or research is made easier through using mathematical algorithms. This course aims at equipping individuals with skills to model real life problems and data mathematically to solve or analyze them. The course entails different modelling techniques, data analysis methods and an understanding of both dynamic data and static data.

Duration

5 days

Target Audience

  • Data scientists and analysts
  • Researchers in academia and industry
  • Professionals in finance, economics, and business intelligence
  • Engineers and scientists
  • Educators in mathematical modelling
  • Professionals transitioning to data analysis roles

Course Objectives

  • Understand fundamental concepts of mathematical modelling
  • Develop analytical skills for solving complex models
  • Master MATLAB tools for model implementation
  • Apply mathematical models to real-world situations
  • Conduct comprehensive project work and presentations
  • Validate and verify models using MATLAB
  • Analyze big data with advanced mathematical techniques
  • Integrate interdisciplinary knowledge through case studies and projects
02

Course Modules

Course Outline

Module 1: Introduction to Mathematical Modelling

  • Definition and Importance of Mathematical Modelling
  • Types of Mathematical Models (Deterministic vs. Stochastic)
  • Role of MATLAB in Mathematical Modelling
  • Steps in the Modelling Process
  • Case Study: Modelling Population Growth using MATLAB

Module 2: Linear Models and Systems

  • Introduction to Linear Models
  • Solving Linear Equations using MATLAB
  • Linear Regression Analysis in MATLAB
  • System of Linear Equations and Matrices
  • Case Study: Predicting Sales Growth using Linear Regression in MATLAB

Module 3: Nonlinear Models and Systems

  • Introduction to Nonlinear Models
  • Solving Nonlinear Equations using MATLAB
  • Nonlinear Regression and Curve Fitting
  • MATLAB Tools for Nonlinear Modelling
  • Case Study: Modelling Chemical Reaction Rates using Nonlinear Equations

Module 4: Differential Equations in Modelling

  • Introduction to Differential Equations
  • Solving Ordinary Differential Equations (ODEs) with MATLAB
  • Partial Differential Equations (PDEs) and MATLAB
  • Applications of Differential Equations in Modelling
  • Case Study: Modelling the Spread of a Disease using Differential Equations

Module 5: Optimization and Simulation in MATLAB

  • Basics of Optimization in Mathematical Modelling
  • MATLAB Optimization Toolbox
  • Simulation Techniques in MATLAB
  • Sensitivity Analysis in Mathematical Models
  • Case Study: Optimizing Production Processes using MATLAB Simulation
03

Course Administration

Methodology

Instructor-led sessions use a blended learning approach combining presentations, guided practical exercises, web-based tutorials, and group work, delivered by seasoned industry experts. All facilitation and course materials are in English, so participants should be reasonably proficient in the language.

Accreditation

Upon successful completion of this training, participants will be issued a Tech For Development Certificate of Course Completion

Training Venue

The training will be held at the Tech For Development Training Centre. The course fee covers the course tuition, training materials, two break refreshments, and lunch. All participants will additionally cater to their travel expenses, visa application, insurance, and other personal expenses.

Accommodation & Airport Transfer

Arranged upon request.For reservations contact the Training Officer:
Email: [email protected]
Phone: (+254) 790 824 179

Tailor-Made

This training can also be customized to suit the needs of your institution upon request. You can have it delivered in our T4D Training Centre or at a convenient location.

Payment

Payment should be transferred to the T4D account through a bank on or before the start of the course. Send proof of payment to [email protected].

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2026 Schedules
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14 Dec - 18 Dec
KES 99,000 |
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Kigali
Addis Ababa
Kuala Lumpur
Accra
Pretoria
Cape Town
Johannesberg
Cairo
Arusha
Machakos
Zanzibar
Kisumu
Nakuru
Mombasa
Nairobi
Naivasha
Kampala
Dubai