[ FreeCourseWeb.com ] Artificial Neural Network and Machine Learning using MATLAB
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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 50 lectures (4h 11m) | Size: 1.43 GB
Learn to Create Neural Network with Matlab Toolbox and Easy to Follow Codes; with Comprehensive Theoretical Concepts
What you'll learn:
Develop a multilayer perceptron neural networks or MLP in MATLAB using Toolbox
Apply Artificial Neural Networks in practice
Building Artificial Neural Network Model
Knowledge on Fundamentals of Machine Learning and Artificial Neural Network
Understand Optimization methods
Understand the Mathematical Model of a Neural Network
Understand Function approximation methodology
Make powerful analysis
Knowledge on Performance Functions
Knowledge on Training Methods for Machine Learning
Requirements
Basics of Mathematics
Description
This course is uniquely designed to be suitable for both experienced developers seeking to make that jump to Machine learning or complete beginners who don't understand machine learning and Artificial Neural Network from the ground up.
In this course, we introduce a comprehensive training of multilayer perceptron neural networks or MLP in MATLAB, in which, in addition to reviewing the theories related to MLP neural networks, the practical implementation of this type of network in MATLAB environment is also fully covered.
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