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GeezerVison is showing github.com — GitHub - drkocoglu/Machine_Learning_Class: Machine Learning Class - ECE - TTU - Spring 2020

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Machine_Learning_Class

Machine Learning Class Projects / Electrical & Computer Engineering / Texas Tech / Spring 2020

WARNING:

  • This software is provided "as is" without warranty of any kind, express or implied, including but not limited to the warranties of merchantability, fitness for a particular purpose. The author shall not be liable for any damages arising from the use of this software.

Summary:

  • This repository includes the machine learning class assignments I completed in the Electrical & Computer Engineering department at Texas Tech University.
  • The assignments require the user to develop the algorithms from scratch meaning, there will either be very limited or no use of other existing libraries.
  • The assignments were solved in MATLAB.

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Machine Learning Class - ECE - TTU - Spring 2020

Topics

bias-variancecnn-classificationconvolutional-neural-networkdata-normalizationdata-splitfeedforward-neural-networkgradient-descenthyperparameter-tuningimage-processinglinear-regressionlogistic-regressionpolynomial-regressionrbf-regressionregularization-methodssoftmax-regression

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