Unlock the full potential of MATLAB, from fundamental concepts to advanced machine learning techniques!
Sub Category
- Programming Languages
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Objectives
- Foundational MATLAB Skills: Understanding MATLAB environment and interface. Creating and manipulating variables, vectors, and matrices.
- Data Visualization: Plotting and labeling graphs. Adding titles, labels, and legends to plots.
- Mathematical Computations: Solving linear and polynomial equations. Performing arithmetic operations on arrays.
- Control Flow and Functions: Implementing control flow statements like loops and conditionals. Writing and using MATLAB scripts and function files
- Intermediate MATLAB Concepts: Analyzing results and data interpolation. Working with probability and statistical data.
- Advanced MATLAB Techniques: Introduction to Simulink and its applications. Signal analysis and processing.
- Filter Design: Designing and implementing filter techniques for signal processing.
- Communication Systems: Understanding and simulating communication systems in MATLAB.
- Practical Project Application: Simulating a single-phase half-bridge project, including battery charge capacity and voltage conversion.
- Machine Learning with MATLAB: Introduction to machine learning concepts and techniques. Using MATLAB for clustering, dimensionality reduction.
Pre Requisites
- Basic Computer Skills: Familiarity with basic operations and software navigation on a computer.
- Mathematical Background: Understanding of basic algebra and calculus concepts.
- Programming Experience: Basic knowledge of any programming language is beneficial but not mandatory.
- Software Installation: Ability to download and install software, specifically MATLAB and Simulink.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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