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…1d ago1d ago
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 4Sep 4
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
Pelin OkutanBuilding Credible Carbon Offsets: A Guide to Ensuring Integrity and TransparencyCarbon offset projects have emerged as an important complement to businesses’ operations in the quest to minimize carbon footprints in a…Aug 9Aug 9
Pelin OkutanTime Series Forecasting: A Comparative Analysis of SARIMAX, RNN, LSTM, Prophet, and Transformer…Time series forecasting plays a crucial role in various domains, from predicting stock prices and sales to weather conditions and energy…Aug 71Aug 71