#Article #Data_Science #Causal #DataScience #Inference #Econometrics #Editors #Regression_Discontinuity
source
source
Towards Data Science
Regression Discontinuity Design: How It Works and When to Use It
From core ideas to real-world analysis — how RDD causal inference works, how to run it, and how to get it right.
#Article #MachineLearning #DataScience #DeepDives #Knowledge #Distillation #Model #Compression #Quantization
source
source
Towards Data Science
Model Compression: Make Your Machine Learning Models Lighter and Faster | Towards Data Science
A deep dive into pruning, quantization, distillation, and other techniques to make your neural networks more efficient and easier to deploy.
#Article #DataScience #Compression #DataEngineering #EntityResolution #GraphAlgorithms #GraphModeling
source
source
Towards Data Science
Efficient Graph Storage for Entity Resolution Using Clique-Based Compression
Entity resolution systems face challenges with dense, interconnected graphs, and clique-based graph compression offers an efficient solution by reducing storage overhead and improving system…