Sanjay Nandakumarsanjay7907.hashnode.dev·Apr 1, 2024Unveiling Cause and Effect: A Deep Dive into Causal Machine LearningIntroduction The world of data analysis is often dominated by prediction. We train models to forecast future sales, identify anomalies in sensor readings, or recommend relevant products based on past purchases. These tasks are invaluable, but they on...causal inference
K Ahameddatailm.hashnode.dev·Jan 12, 2024Navigating Causal Inference to Uncover True Cause-and-Effect Relationships in DataIn the realm of data science and statistical analysis, understanding the cause-and-effect relationships between variables is crucial for making informed decisions. Causal inference is the field that aims to uncover these relationships, distinguishing...Data Miningcausal inference
Pluviophilepluviophile.hashnode.dev·Aug 24, 20232. Demystifying Generalized Difference-in-Differences and Synthetic ControlIn the quest to unravel causal relationships from observational data, data scientists wield a diverse arsenal of tools. Among these, two powerful methodologies stand out: Generalized Difference-in-Differences (GDD) and Synthetic Control. These method...Causal Inferencecausal inference
VatsaDevvatsadev.hashnode.dev·Aug 19, 2023How the personaChat dataset might be useful for A turing game like human or AIThis is just a small blog post on some things I've noticed with my new WIP Chatbot, nanoChatGPT. Ever since I completed the personaChat dataset and upgraded from gpt2 to gpt2-medium, I've noticed a big boost in its ability to sound more human. for a ...26 readscausal inference
Pluviophilepluviophile.hashnode.dev·Aug 15, 20231.0 Unveiling the Power of Difference-in-Differences AnalysisIn the realm of causal inference, Difference-in-Differences (DiD) analysis stands tall as a robust tool for understanding the effects of interventions, policies, or treatments. This method allows data scientists to unravel causal relationships within...Causal Inferencecausal inference
Pluviophilepluviophile.hashnode.dev·Aug 10, 2023Demystifying Causal Inference: Unraveling the Threads of Cause and EffectHave you ever wondered about the intricate dance of cause and effect that shapes our world? Why does your morning cup of tea seem to wake you up, or why does the smell of rain evoke memories of childhood? These everyday curiosities lead us into the c...causal inference
Pluviophilepluviophile.hashnode.dev·Aug 10, 2023Understanding Causal Inference: Untangling the Web of Cause and EffectHave you ever wondered why certain things happen the way they do? Why does a cup of coffee make you feel awake, or why does rainy weather put you in a contemplative mood? These everyday observations lead us to question the relationship between events...causal inference
Nitin Agarwalcognibits.hashnode.dev·Jul 18, 2023Causal InferenceCausal inference is a field of study that aims to understand cause-and-effect relationships between variables in observational or experimental data. It plays a vital role in many domains, including medicine, economics, social sciences, and data-drive...2 likesData Science
