Berat YildirimExploring Spike Sorting with PCA — An Approach to Neuronal Waveform AnalysisIn this post, our aim is to get familiar with principal component analysis (pca) which is used for dimensionality reduction while also…Apr 13Apr 13
Berat YildiriminDev GeniusCentral Limit Theorem — An Experimental ProofIn this story, I will try to briefly introduce what is central limit theorem and provide a visual proof using python to generate data and…Oct 6, 2022Oct 6, 2022
Berat YildirimRegression Tree From Scratch Using PythonIn this story, I dive into the topic of Regression Tree and its basic mathematical background. I will try to explain it as simple as…May 28, 2022May 28, 2022
Berat YildirimRegression with Python from Scratch — Polynomial RegressionIn this story I generalize my explanations for linear regression into polynomial regression. Again starting by creating random data with…May 7, 2022May 7, 2022
Berat YildirimRegression with Python From Scratch— Linear RegressionI try to explain a regression model with its basic math background and implement a working model from scratch using numpy only. Then, at…May 2, 2022May 2, 2022