Tag Archives: causal inference

Simulating A/B Test with Counterfactual and Machine Learning Regression Model

Posted on February 28, 2023 by Pranab

Performing A/B test is costly. It takes time and resource.AB testing is a way trying multiple versions of something to find out which works best based on some metric. it’s also called Randomized Controlled Test (RCT). There are many application … Continue reading →

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Causal Inference with Deep Learning using Manufacturing Supply Chain Optimization as an Example

Posted on October 28, 2020 by Pranab

Machine Learning has been very successful using observational data to build models for predictions, but does not go far enough for causal inference. We humans use cause and effect to learn about the world. In causal inference statistical tools are … Continue reading →

Posted in Data Science, Deep Learning, Machine Learning, Python, PyTorch | Tagged , , | 1 Comment