Pelin OkutanHow Monte Carlo Simulation Enhances Forecasting Accuracy in Uncertain MarketsForecasting is a key part of decision-making across industries, from finance to supply chain management. But predicting the future can be…Oct 27Oct 27
Pelin OkutanModern Route Optimization with PythonModern Route Optimization with Python: Shortest Path, Traveling Salesman Problem, Vehicle Routing Problem, Plotting Maps and AnimationsOct 1Oct 1
Pelin OkutanPredict Your Customer Churn Patterns: Logistic RegressionUnderstanding customer behavior is crucial for any business aiming to thrive. One of the key metrics that can significantly impact a…Sep 20Sep 20
Pelin OkutanDynamic Pricing with Reinforcement Learning from Scratch: Q-LearningPricing decisions can make or break a company. Dynamic pricing allows companies to adjust prices in real-time based on demand, supply, and…Sep 13Sep 13
Pelin OkutanA Comprehensive Guide to ESG Standards and FrameworksEnvironmental, Social, and Governance (ESG) factors have risen to the forefront of corporate strategies, financial markets, and investment…Sep 7Sep 7
Pelin OkutanTime Series Forecasting with Python: Practical Implementations of SARIMAX, RNN, LSTM, Prophet, and…In my previous article, Time Series Forecasting: A Comparative Analysis of SARIMAX, RNN, LSTM, Prophet, and Transformer Models, I explored…Sep 41Sep 41
Pelin OkutanMarkov Chain Monte Carlo: Made Simple Once and For AllMarkov Chain Monte Carlo (MCMC) might sound intimidating, but at its core, it’s a powerful technique that helps us solve complex problems…Aug 211Aug 211
Pelin OkutanManaging Data for Effective ESG Strategies: A Guide for Modern BusinessesAmid a changing global business environment, Environmental, Social, and Governance (ESG) factors have quickly become one of the most…Aug 20Aug 20
Pelin OkutanIntegrating Bayesian Networks with Monte Carlo Simulations for Enhanced Decision-Making in…Decision-making, most of the time, is an unnecessarily overcomplicated layering of uncertainty and complexity. Be it in finance, health…Aug 15Aug 15
Pelin OkutanEnhancing Time Series Forecasting with Monte Carlo SimulationTime series forecasting remains a critical tool for predicting future trends and making data-driven decisions. Whether it’s for financial…Aug 10Aug 10
