SumbatilindaSupport Vector Machine (SVM) Algorithm.“A Support Vector Machine (SVM) is a powerful machine learning algorithm used primarily for classification and regression tasks.May 1May 1
SumbatilindaDeep Learning(Part4). Recurrent Neural Network (RNN)In this article, I will introduce a new variation of neural network which is the Recurrent Neural Network also known as (RNN) that works…Apr 24Apr 24
SumbatilindaDeep Learning (Part 3). CONVOLUTION NEURAL NETWORKS(CNNs).Of all the deep learning approaches available for computer vision, which one would you choose if you had to choose only one? The default…Apr 14Apr 14
SumbatilindaDeep Learning(Part 2). Loss Function and Gradient FunctionGradient Descent and Loss Function were among the first ideas I learned when I began studying machine learning. I understood it better when…Apr 91Apr 91
SumbatilindaDeep Learning (Part 1):Understanding Basic Neural NetworksDr. Emily thought in a busy lab, looking for ideas to make computers intelligent like people. A thought was inspired by the elegantly…Apr 51Apr 51
SumbatilindaEnsemble Learning in Machine Learning: Bagging, Boosting and StackingIn the vast landscape of machine learning, we encounter a myriad of algorithms, each with its unique strengths and weaknesses. However…Mar 213Mar 213
SumbatilindaLand Surface Temperature in KenyaLet’s break down the process of extracting and visualizing monthly land surface temperature (LST) for Kenya using Google Earth Engine into…Mar 7Mar 7