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Mastering Programming with MATLAB

Akos Ledeczi and Mike Fitzpatrick

4.8

Based on 412 ratings

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Akos Ledeczi and Mike Fitzpatrick

The course builds on the foundation laid by the first course of the Specialization called “Introduction to Programming with MATLAB.” It covers more advanced programming concepts such as recursion, vectorization, function handles, algorithm efficiency and others. At the same time, it presents many features that make MATLAB a powerful programming environment for engineering and scientific computing, such as its support for object oriented programming, the new user interface design environment and Live Scripts.

By the end of this course, you will be familiar with more advanced computer programming concepts, able to write more efficient code, and able to create object oriented MATLAB applications with graphical user interfaces.

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What's inside

Syllabus

Introduction

Functions Revisited

Potpourri

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Read about what's good

what should give you pause

and possible dealbreakers

Explores advanced programming concepts like recursion, vectorization, and function handles

Suitable for learners with prior experience in MATLAB programming

Focuses on enhancing programming efficiency and developing MATLAB applications with graphical user interfaces

Taught by experienced instructors, Akos Ledeczi and Mike Fitzpatrick

Introduces object-oriented programming and the latest MATLAB interface design environment

May require access to MATLAB software, which can be costly for some learners

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Reviews summary

Mastering advanced matlab programming for engineering

According to students, "Mastering Programming with MATLAB" is a highly valuable follow-up for those with foundational MATLAB knowledge. Learners particularly praise its deep dives into writing efficient code, vectorization, and algorithm efficiency, which are considered crucial for practical applications. The course also provides a strong foundation in Object-Oriented Programming, although some found this section challenging. The hands-on projects and instructor's clear explanations are frequently highlighted as strengths. While the course is challenging and assumes prior programming experience, some learners noted the GUI development module could be further refined or offer more diverse examples. Overall, it's considered essential for advancing MATLAB proficiency in scientific and engineering contexts.

Instructor effectively explains complex topics, making them accessible.

"The instructor is knowledgeable and the pace is perfect for someone with basic MATLAB experience."

"The instructor's depth of knowledge is evident, and the way they break down complex topics like recursion and vectorization is superb."

"The lectures were well-structured and concise, allowing me to grasp difficult concepts efficiently."

"The instructor's explanations were too fast-paced for me, and I felt lost quickly without prior foundational understanding."

Hands-on projects reinforce learning with real-world relevance.

"The hands-on projects truly solidified the concepts, making them stick better than just lectures."

"The final project really tested my understanding and integrated everything I had learned effectively."

"The practical applications discussed were highly relevant to my work, directly helping me in my job."

"The assignments are challenging but fair, and truly solidify your understanding of the material."

Teaches robust OOP concepts vital for complex MATLAB applications.

"The Object-Oriented Programming section was incredibly clear and the hands-on projects truly solidified the concepts for me."

"This course really pushed my MATLAB skills, especially the Object Oriented Programming module. The instructor explained it well despite it being daunting at first."

"I gained a strong foundation in Object-Oriented Programming which I can apply immediately to my projects."

"I found the OOP section quite theoretical without enough practical application for my taste, needing external supplements."

Focuses on optimizing MATLAB code for peak performance.

"The section on writing efficient code was incredibly clear and crucial for larger simulations, it's a game-changer."

"The material on function handles and algorithm efficiency was top-notch; I gained valuable insights."

"I particularly appreciated the focus on writing efficient code, which is crucial for my professional work."

"The part on efficient code was eye-opening for me, significantly improving my approach to programming."

Covers user interface design, but some aspects could be improved.

"The GUI development module was practical but could use more diverse examples to illustrate its full potential."

"I felt the user interface design environment lectures were a bit disjointed and could use more cohesion."

"I had to look up a lot of external documentation to truly grasp the GUI material, as the course content wasn't fully sufficient."

Best suited for learners with basic MATLAB proficiency.

"It assumes you are comfortable with basic programming before diving into these advanced topics."

"Definitely requires prior programming experience and dedication; not for absolute beginners."

"The course is challenging and sometimes assumes too much prior knowledge, especially for those transitioning from other languages."

"I felt lost quickly, especially in the OOP and recursion sections, as it moved too fast given my limited prior experience."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Mastering Programming with MATLAB with these activities:

Review recursion

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Begin your studies by brushing up on your recursion skills.

Browse courses on Recursion

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Walk through examples of recursive function calls.
Explain how recursion is used in programming.
Practice implementing recursive functions.

Review MATLAB's user interface design environment

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Familiarize yourself with the latest updates to MATLAB's user interface design environment.

Browse courses on MATLAB

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Explore the new layout and features.
Customize your workspace to suit your needs.
Use the new tools to improve your productivity.

Implement vectorization techniques

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Vectorization can make your MATLAB code more efficient and concise. Practice implementing this technique.

Browse courses on Vectorization

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Identify opportunities for vectorization in your code.
Use MATLAB's built-in vectorization functions.
Benchmark your code to see the performance improvements.

Six other activities

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Practice recursion and vectorization

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Practice implementing recursion and vectorization to improve coding skills and reinforce comprehension.

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Solve programming exercises involving recursion.
Apply vectorization techniques to optimize code for efficiency.
Test and debug code to ensure proper implementation of recursion and vectorization.

Join a study group for MATLAB programming

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Collaborate with other students to reinforce your understanding of MATLAB programming.

Browse courses on MATLAB

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Find or form a study group with other students.
Meet regularly to discuss course material.
Work together to solve problems and assignments.

Explore MATLAB's object-oriented programming features

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Object-oriented programming can help you organize and maintain your MATLAB code. Explore its features.

Browse courses on Object-Oriented Programming

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Learn about classes, objects, and inheritance.
UseMATLAB's built-in object-oriented programming features.
Create your own classes and objects.

Build an object-oriented MATLAB application

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Create an application using object-oriented programming principles to enhance understanding and practical skills.

Browse courses on Object-Oriented Programming

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Design and implement classes and objects.
Create a graphical user interface (GUI) for the application.
Test and debug the application to ensure functionality.

Tutor other students in MATLAB programming

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Enhance your understanding of MATLAB by helping others learn through tutoring.

Browse courses on MATLAB

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Identify opportunities to tutor other students.
Prepare materials and resources for tutoring sessions.
Meet with students regularly to provide guidance and support.

Create a MATLAB application with a graphical user interface

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Apply your knowledge by creating a practical MATLAB application with a user-friendly graphical interface.

Browse courses on MATLAB

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Design the layout and functionality of your application.
Implement the code for the application's logic.
Create the graphical user interface using MATLAB's tools.
Test and debug your application.

Career center

Learners who complete Mastering Programming with MATLAB will develop knowledge and skills that may be useful to these careers:

Data Scientist

Data Scientists provide organizations with the insights they need to make informed decisions by analyzing and interpreting data. Many Data Scientists use MATLAB for data analysis, visualization, and machine learning. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in data analysis and machine learning.

See salaries and explore the career path for Data Scientist

Quantitative Analyst

Quantitative Analysts use mathematical and statistical models to analyze and forecast financial data. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in financial modeling and analysis.

See salaries and explore the career path for Quantitative Analyst

Actuary

Actuaries use mathematical and statistical models to assess risk and uncertainty. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in actuarial models and calculations.

See salaries and explore the career path for Actuary

Operations Research Analyst

Operations Research Analysts use mathematical and analytical techniques to solve complex business problems. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in operations research models and algorithms.

See salaries and explore the career path for Operations Research Analyst

Computer Scientist

Computer Scientists design, develop, and implement computer software and systems. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are essential in software development.

See salaries and explore the career path for Computer Scientist

Software Developer

Software Developers design, develop, and implement software applications. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are essential in software development.

See salaries and explore the career path for Software Developer

Web Developer

Web Developers design, develop, and implement websites and web applications. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are essential in web development.

See salaries and explore the career path for Web Developer

Software Engineer

Software Engineers work with end-users to define project requirements, plan project timelines, and design, test, and debug software solutions. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles. Additionally, the course covers object-oriented programming, which is a common paradigm used in software development.

See salaries and explore the career path for Software Engineer

Market Researcher

Market Researchers conduct surveys and analyze data to understand consumer behavior and market trends. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in market research data analysis.

See salaries and explore the career path for Market Researcher

Biostatistician

Biostatisticians use statistical methods to design and analyze studies in the field of medicine and public health. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in biostatistical models and calculations.

See salaries and explore the career path for Biostatistician

Epidemiologist

Epidemiologists investigate the causes of disease and injury in populations. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in epidemiological models and calculations.

See salaries and explore the career path for Epidemiologist

Database Administrator

Database Administrators design, implement, and maintain databases. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in database management systems.

See salaries and explore the career path for Database Administrator

Network Administrator

Network Administrators design, implement, and maintain computer networks. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in network management systems.

See salaries and explore the career path for Network Administrator

Systems Administrator

Systems Administrators design, implement, and maintain computer systems. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in systems management tasks.

See salaries and explore the career path for Systems Administrator

Technical Writer

Technical Writers create user manuals, technical reports, and other documentation for software and hardware products. This course may be useful in preparing for this role by providing a foundation in programming concepts such as recursion, vectorization, and function handles, which are often used in software and hardware documentation.

See salaries and explore the career path for Technical Writer

Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Mastering Programming with MATLAB.

MATLAB Programming for Engineers

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MATLAB Programming for Engineers provides a comprehensive introduction to MATLAB, a powerful programming language and interactive environment for numerical computation, visualization, and programming.

Mastering Programming with MATLAB

Here's a deal for you

What's inside

Syllabus

Traffic lights

Save this course

Reviews summary

Mastering advanced matlab programming for engineering

Activities

Career center

Reading list

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