Tarlan AhadliLinear SVM Classifier: Step-by-step Theoretical Explanation with Python ImplementationUnderstanding Mathematical as well as Algorithmic procedures behind the SVMAug 24, 20211Aug 24, 20211
Tarlan AhadliinTowards Data ScienceNaive Bayes Classifier: Bayes Inference, Central Limit Theorem, Python/C++ ImplementationDeeper Understanding of Mathematical Base of Naive Bayes ClassifierApr 12, 20201Apr 12, 20201
Tarlan AhadliinTowards Data ScienceNature-Inspired Optimization Algorithms: Particle Swarm OptimizationTaking advantage of the million-year process of Natural Selection to solve the optimization problemJan 17, 20202Jan 17, 20202
Tarlan AhadliinTowards Data ScienceMost Effective Way To Implement Radial Basis Function Neural Network for Classification ProblemHow to use K-Means Clustering along with Linear regression to classify imagesJan 10, 20202Jan 10, 20202
Tarlan AhadliA Friendly Introduction to K-Means clustering algorithmK-means clustering is one of the most common unsupervised learning algorithms in Data Science. The method follows straightforward rules to…Jan 7, 2020Jan 7, 2020
Tarlan AhadliKickass Introduction to Regressions: Linear regression with PythonLinear regression is used to find linear relationship between target (Y) and predictor (X). Before staring to explanation, the term…Nov 30, 2018Nov 30, 2018
Tarlan AhadliHow Is Sin(x) Calculated By Computers?Computers are incredibly fast, accurate and stupid. Human beings are incredibly slow, inaccurate and brilliant. Together they are powerful…Mar 3, 2018Mar 3, 2018
Tarlan AhadliRadix Sort — Sorting without comparisonnon-comparative sorting algorithm (the key are not compared)Feb 14, 2018Feb 14, 2018
Tarlan AhadliAVL Trees — Get rid of linked lists in the BSTsIf you haven’t read the article that have been posted before this, you may experience some difficulties. That’s why I would recommend you…Feb 10, 2018Feb 10, 2018
Tarlan AhadliBinary Trees and BSTs —An Oxygen source of the Data StructuresIntroductionFeb 8, 2018Feb 8, 2018
