Bassel KaramiinThe Startup6 Ways ChatGPT Can Help Your Data & Analytics TeamIf you’re stuck on what your data strategy should look like in 2023…·4 min read·Dec 9, 2022----
Bassel KaramiBuilding A Scorecard Web App For Residential Areas In DubaiMercury helps you easily convert your Jupyter notebook into a web app·10 min read·Nov 9, 2022--1--1
Bassel KaramiBiased Model Coefficients — (Part 1)Attenuation bias/regression dilution biases your coefficients towards 0·8 min read·Jan 17, 2022--1--1
Bassel KaramiAgent-Based Model VisualizationModeling the spread of COVID using a spatial model in Python’s Mesa library and visualization modules·3 min read·Nov 30, 2021--2--2
Bassel KaramiIntro to Agent Based ModelingAn example of how agent based modeling in Python can help determine the number of counters to open at a supermarket·10 min read·Oct 16, 2021--3--3
Bassel KaramiImbalanced Data — Oversampling Using Gaussian Mixture ModelsOther generative models can also similarly be used for oversampling·7 min read·Jun 6, 2021--2--2
Bassel KaramiLookahead Decision Tree AlgorithmsLookahead mechanisms in decision trees can produce better predictions·9 min read·Mar 6, 2021----
Bassel KaramiCorrelated Variables in Monte Carlo SimulationsCan sales for vanilla ice cream overtake chocolate?·13 min read·Jan 16, 2021--2--2
Bassel KaramiImbalanced Data — Oversampling Using Genetic Crossover OperatorsCrossover oversampling adds novelty to a dataset and can score well on classification metrics vs. SMOTE and random oversampling·8 min read·Dec 28, 2020----
Bassel KaramiIntro to Monte Carlo Simulation Using Business ExamplesAssess probabilities of various business outcomes·8 min read·Dec 17, 2020----