Bassem EssaminTowards AIGenetic Algorithm For Optical Spectrum DefragmentationThe genetic algorithm has many applications in real-world problems. It works well in many optimization problems due to its simplicity and…Jun 12Jun 12
Bassem EssaminNerd For TechCustomer Segmentation Report for Arvato Financial SolutionsDefinitionOct 12, 20211Oct 12, 20211
Bassem EssaminTowards AIMathematics Behind Support Vector MachineMachine learning algorithms can be used as black boxes, but this is the worst way to use them. It’s crucial to understand how they work…Jul 31, 2021Jul 31, 2021
Bassem EssamHow to gain more income from Airbnb?Finding a suitable place for a vacation or a short stay in Airbnb is a hectic process that takes a lot of effort, and many factors should…Jul 5, 2021Jul 5, 2021
Bassem EssaminNerd For TechLASSO and Ridge Regularization .. Simply ExplainedAfter understanding the basic principles of linear regression and gradient descent, It is time to move forward a bit and review some…Apr 25, 2021Apr 25, 2021
Bassem EssaminNerd For TechMathematics behind Gradient Descent..Simply ExplainedSo far we have discussed linear regression and gradient descent in previous articles. We got a simple overview of the concepts and a…Mar 14, 2021Mar 14, 2021
Bassem EssamGradient Descent..Simply Explained With A TutorialIn the previous blog Linear Regression, A general overview was given about simple linear regression. Now it’s time to know how to train…Mar 3, 20211Mar 3, 20211
Bassem EssamLinear RegressionUnderstanding linear regression concepts well is the best way to establish a solid base for all machine learning and deep learning…Feb 28, 2021Feb 28, 2021
Bassem EssamHow to Understand A Confusion Matrix?After fitting your data to a ML algorithm, you have a predictions of the independent variable. Now you need to evaluate how well you model…Feb 13, 2021Feb 13, 2021
