課程資料
課程簡介
Learn the key MATLAB programming skills that separate experts from novices: debugging, functions, and visualization
Welcome to "Get started with MATLAB for scientific coding"!
This course is designed to revolutionize your journey to mastering MATLAB, one of the industry's leading programming languages for data visualization, numerical computation, and algorithm development.
This course is unique in that it integrates ChatGPT, a powerful AI language model developed by OpenAI, to support and enhance your learning experience.
Who is this course for?
Whether you're a student trying to grapple with MATLAB for your coursework, a researcher aiming to analyze large data sets, or a professional seeking to enhance your coding skills, this course is tailored for you. No prior programming knowledge is required -- I start from the basics and gradually build up to more complex topics.
What will you learn?
This course takes a comprehensive and engaging approach to learning MATLAB, covering everything from the basics of MATLAB's desktop environment, variable types, scripts and functions, to data import/export, control statement architecture, and data visualization techniques.
But you won't stop there... you will be introduced to ChatGPT and learn how to utilize this AI tool effectively to aid your coding journey. ChatGPT can translate natural language into code, improve your code, help in choosing the right coding structures, assist in debugging, and even explain complex code in plain English! This unique blend of learning to code while having an AI assistant is a novelty that sets our course apart.
Throughout the course, you will:
Understand the MATLAB desktop environment and how to use MATLAB as a calculator
Learn about different types of variables including numbers, strings, logic, and structures
Gain insights into the organization of scripts and functions, and the significance of function inputs and outputs
Develop skills to read and write data in MATLAB, text, and Excel formats
Master control statements such as if-else, for-loops, and while-loops
Learn about data visualization and figure plotting in MATLAB
Get introduced to coding errors and debugging strategies, including the FIP (find, inspect, plot) strategy
And much more...
Course highlights:
Detailed explanations of core MATLAB concepts with clear, visual examples
Plenty of hands-on exercises and practical applications to solidify your understanding
Interactive guidance from ChatGPT to assist with coding problems, debugging, and understanding complex concepts
Access to downloadable resources and code files for offline study and practice
Why choose this course?
Your instructor, Mike (that's me!), brings over 20 years of experience teaching programming and data visualization. With a deep understanding of the hurdles that students face when learning MATLAB, I have designed this course not just to teach MATLAB, but to build strong, transferable programming skills. My teaching is complemented by ChatGPT, which is available for interactive programming help and guidance.
By the end of this course, you will not only be proficient in MATLAB programming, but also develop a strong understanding of scientific coding principles. Above all, you will learn how to work in tandem with AI tools like ChatGPT to enhance your coding skills and productivity.
So why wait? Enroll now and embark on a transformative journey of learning MATLAB with ChatGPT. I hope to see you soon in the course.
課程章節
- 10 個章節
- 61 堂課
- 第 1 章 Introductions
- 第 2 章 Intro to ChatGPT
- 第 3 章 Download all course materials
- 第 4 章 The MATLAB desktop environment
- 第 5 章 Variables
- 第 6 章 Scripts and functions, part 1
- 第 7 章 Getting data into and out of MATLAB
- 第 8 章 Control statements
- 第 9 章 Visualizing data and functions
- 第 10 章 Functions, part 2
課程內容
- Introduction to MATLAB
- How to write scripts and functions
- Visualize data in 2D and 3D
- Control statements
- Develop your programming style
- Think like a programmer
- Find and fix bugs!
- Learn the most common coding mistakes and how to avoid them
- Strategies for planning and organizing your code
此課程所涵蓋的技能
評價
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NNigel Rogasch
Great course - excellent introduction to MATLAB. Highly recommend it!
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DDaphne Sullivan
This is an excellent course which is really useful in helping you get to grips with the basics of Matlab. Mike is awesome, he is a great teacher and very knowledgeable. He also always replies very quickly in the Q&A forum with helpful responses if you are stuck. I've really enjoyed doing this course and I've learned a lot. I'm also in the middle of doing Mike's course on Deep Learning (which is amazing). Thanks for the great course Mike!
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BBarnam Jyoti Saharia
Great
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LLuisa Alessia Grote
I came over from the neural time signaling course after realising that I did not have the necessary understanding of coding to successfully continue that course - I was dreading every day I had to try and learn to use MATLAB again. However, this course now really helped me a lot, as it picked me up right at the start. This course teaches you the fundamental basics that are elsewhere often just assumed to be known and not further addressed. I was able to make a lot of progress in a very short time and feel much more prepared to take another MATLAB course now that I finally know how to interact with it and how to tackle basic problems. However, Mike lost me for a brief moment in Section 10 and I had to rewind the videos from time to time to understand what was going on. Luckily, his teaching style is really encouraging and motivational, so that I took my time and figured it out. I can really recommend this course for absolute beginners like myself.