Data Science Projects
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Introduction to Product Analytics
This article kicks off a series on product analytics, highlighting the importance of data-driven strategies like A/B ...
Analyzing Declining Metrics
This guide helps diagnose metric drops using MECE-based hypotheses, segmentation, stats, and A/B tests—empowering dat...
The Company Words Keep: Building Meaningful Embeddings from Scratch
Intuitive approach to understanding word embeddings and its implementation.
Beyond Semantics: A Value-Driven Approach to Word Embeddings
This article introduces a novel value-driven word embedding model that transcends traditional semantic approaches. By...
Neural Networks Demystified: Transformations Through Embedding Spaces
This article unpacks how neural networks work by exploring the hidden layers that transform raw data into rich, abstr...