Neural Network using MATLAB in 2020

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About Course

Neural Network using MATLAB in 2020

This course provides a comprehensive introduction to the neural network for the data fitting problems using MATLAB. Attendees will learn to construct, train, and simulate different kinds of neural networks. A set of practical problems are solved in this course. At the end of this course, you will be able to solve the Neural Network problems using the MATLAB – Neural Network Toolbox. The MATLAB scripts and functions included in the class are also available for download. Happy learning.

NB: This course is designed most straightforwardly to utilize your time wisely.

Who this Neural Network using MATLAB course is for:

  1. Those who would like to build a strong career in science/engineering through MATLAB programming skills.
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What Will You Learn?

  • Introductory Concepts of Neural Network
  • Construction, Training, and Simulation of Neural Network in MATLAB ToolBox
  • Gain Hands-On Experience With MATLAB Neural Network Programming

Course Content

Neural Network using MATLAB

  • Introduction to Neural Networks Course
    00:00
  • Introduction to Neural Network | Episode #1
    00:00
  • Data Fitting Neural network GUI | Episode #2
    00:00
  • Function Approximation using Data fitting Neural Network | Episode #3
    00:00
  • Time Series Neural Network GUI | Episode #4
    00:00
  • Data Forecasting Using Time Series Neural Network | Episode #5
    00:00
  • Pattern Recognition Neural Network GUI | Episode #6
    00:00
  • Classifying Inputs into 4 different classes using Pattern Recognition in Neural Network | Episode #7
    00:00
  • Clustering Neural Network GUI | Episode #8
    00:00
  • Segregating prominant colours from input image in Neural Network | Episode #9
    00:00
  • Autoencoders in MATLAB | Neural Network | Episode #10
    00:00
  • Character Recognization application using MNSIT Dataset | Neural Network | Episode #11
    00:00
  • Introduction to Neural Networks in Control Systems | Episode #12
    00:00
  • Model Predictive Control System | Neural Network | Episode #13
    00:00
  • NARMA-L2 (or Feedback Linearization) Control System | Neural Network | Episode #14
    00:00
  • Model Reference Control System | Neural Network | Episode #15
    00:00
  • Radial Basis Function Neural Network in MATLAB | Episode #16
    00:00
  • ​Introduction to Neural Network
    00:00

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