courseraПрограммирование

Fundamental MATLAB Programming for AI

Курс от University of Glasgow

Начальный≈ 13.3 чАнглийский

О курсе

This beginner-friendly course introduces the core programming concepts used throughout the Specialization and prepares you for later study in AI-based optimization and data analysis. It aims to build the MATLAB skills you need to start working with AI and data-driven science and engineering applications. You will learn how to work with variables, matrices, scripts, loops, functions, and built-in MATLAB tools. The course also covers practical data handling techniques, including tables, cell arrays, categorical data, encoding, and data visualization. These skills are essential for preparing engineering data and building reliable computational workflows. By the end of the course, you will be able to use MATLAB with greater confidence to organize data, write basic programs, and prepare for more advanced work in AI, evolutionary computation, and machine learning. In partnership with MathWorks, enrolled learners receive access to MATLAB for the duration of the course.

Навыки, которые вы освоите

Matlab Model Optimization Computational Logic Mathematical Software Data Preprocessing Scientific Visualization Data Wrangling Engineering Analysis Mathematical Modeling Artificial Intelligence and Machine Learning (AI/ML)

Программа курса

3 модулей · 76 учебных материалов

01 The Fundamentals of MATLAB33 материалов

Welcome

Welcome to the specialization - Applied AI for Engineers and Scientists: FoundationsВидео Specialization and Course StructureЧтение Specialization Sample CertificateЧтение Stay connected with UofG OnlineЧтение

Module 1 Introduction

Учитесь у экспертов

Bo Liu

Professor

Fundamental MATLAB Programming for AI

О курсе

Навыки, которые вы освоите

Программа курса

Welcome

Module 1 Introduction

Учитесь у экспертов

Bo Liu

Module 1-1 MATLAB Online

Module 1-2 MATLAB Basics

Module 1-3 MATLAB Matrices

Module 1-4 MATLAB Built-in Functions

Module 1-5 MATLAB Scripts

Module 1-6 MATLAB Graphics

Module 1 Quiz

Module 1 Practice/Warm-up Exercise for Graded Assignments

Module 1 Assignments

Module 2 Introduction

Module 2-1 Custom MATLAB Functions

Module 2-2 MATLAB Conditionals and Loops

Module 2-3 Case Study: Kepler's Third Law

Module 2-4 Case Study: The Newton Raphson Method

Module 2 Quiz

Module 2 Practice/Warm-up Exercise for Graded Assignments

Module 2 Assignment

Module 3 Introduction

Module 3-1 MATLAB Table and Cell Arrays

Module 3-2 Categorical Data

Module 3-3 Write an Objective Function

Module 3-4 Data Cleaning

Module 3 Quiz

Module 3 Practice/Warm-up Exercise for Graded Assignment

Module 3 Assignment