Aleksandr GolovinConvergence of Mind and Machine: ChatGPT and the Future of Integrated IntelligenceBeyond the Screen: ChatGPT and the Dawn of Integrated Human-AI CognitionNov 4, 20231Nov 4, 20231
Aleksandr GolovinNeural Networks Decoded: How Logistic Regression is the Hidden First StepUnravel the mystery of DL: The unexpected link between simple logistic regression and neural networksSep 16, 2023Sep 16, 2023
Aleksandr GolovinGoogle’s APIs for the cookieless era in simple examplesCheck out the simple examples to understand how the APIs worksSep 16, 2023Sep 16, 2023
Aleksandr GolovinImbalance: Resampling, Weighting, Calibration VS No Intervention StrategyWere you schooled to do the balancing work? You have been misled:Apr 23, 2023Apr 23, 2023
Aleksandr GolovinSQL vs Pandas. All the most popular queriesOne task, two query approaches (very short and simple)Jun 23, 2022Jun 23, 2022
Aleksandr GolovinDominoes game with simple AI in PythonNot always AI — is Machine or Deep Learning, sometimes it’s just a set of rulesJun 7, 2022Jun 7, 2022
Aleksandr GolovinSimple autoML from a scratchGet the best model and best data preparation techniqueJun 6, 2022Jun 6, 2022
Aleksandr GolovinMachine Learning classification using independent models for each classDoes it make sense? Comparing with Voting ensemblesJun 1, 2022Jun 1, 2022
Aleksandr GolovinAll ensembles in Machine Learning in order with illustrations and performance testsIt’s time to understand how they all work, and most importantly, find out what is the bestMay 27, 2022May 27, 2022
Aleksandr GolovinNewton’s method for optimization in PythonThe shortest and clearest explanation from scratch line by lineMay 25, 2022May 25, 2022