Charles CopleyUsing Streamlit as a substitute for Jupyter NotebooksJupyter notebooks perform an important role in a typical data scientists arsenal. They provide a platform for rapid prototyping, sharing of…Jun 14Jun 14
Charles CopleyKimchi, the iconic Korean side dish beloved worldwide, represents more than a culinary tradition —…In today’s blog post, we’re venturing into the world of crafting kimchi vessels, the backbone of this Korean culinary tradition.Jun 16, 2023Jun 16, 2023
Charles CopleyHeirarchical Time Series Using PyMCIn the world of statistical modeling, one powerful approach to account for group differences while understanding overall trends is…Jun 16, 2023Jun 16, 2023
Charles CopleyConducting Time Series Bayesian Analysis using PyMCIn the field of data analysis, we often encounter time series data. From stock prices and weather forecasts to customer demand, these…Jun 16, 20231Jun 16, 20231
Charles CopleyUnderstanding the Monte Carlo Markov Chain: A Key to Bayesian InferenceWhen it comes to advanced statistical analysis and probabilistic modeling, one of the most powerful techniques to emerge in recent years is…Jun 16, 2023Jun 16, 2023
Charles CopleyUsing PyMC for A/B testing experimentsLet’s consider a hypothetical case where a company is testing two different website designs: Design A and Design B, and wants to determine…Jun 16, 2023Jun 16, 2023
Charles CopleyNavigating Bayesian Analysis with PyMCHave you ever wondered how you could use probability distributions to understand uncertain events or predict future outcomes? Bayesian…Jun 16, 2023Jun 16, 2023
Charles CopleyinThe Patient Experience Studio at CedarEvidence-based medicine and patient-centred care — Dealing with Personally Identifying InformationEvidence-based medicine is the “conscientious, explicit, judicious and reasonable use of modern, best evidence in making decisions about…Nov 9, 2020Nov 9, 2020
Charles CopleyinThe Patient Experience Studio at CedarPermutation Testing and ExperimentationMonte Carlo Estimation Part IISep 21, 2020Sep 21, 2020
Charles CopleyinTowards Data ScienceBootstrap Estimates and ExperimentationMonte Carlo Estimation Part ISep 21, 2020Sep 21, 2020
