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Exploratory Data Analysis for Credit Scoring with Python
Data Science
Understanding default risk through statistical analysis of borrower and loan characteristics.
JUNIOR JUMBONG Mar 12 16 min read
Solving the Human Training Data Problem
Large Language Models
How AI has completely transformed the way I study as a graduate student
Jonathan Yahav Mar 12 18 min read
Scaling Vector Search: Comparing Quantization and Matryoshka Embeddings for 80% Cost Reduction
Machine Learning
Navigating the performance cliff: How pairing MRL with int8 and binary quantization balances infrastructure costs…
Oleg Tereshin Mar 12 11 min read
I Finally Built My First AI App (And It Wasn’t What I Expected)
Large Language Models
A beginner-friendly walkthrough of API calls, environment variables, and real-world AI infrastructure
Ibrahim Salami Mar 12 14 min read
An Intuitive Guide to MCMC (Part I): The Metropolis-Hastings Algorithm
Math
Tired of the AI hype? Let’s talk about the probabilistic algorithms actually driving high-end quantitative…
Adnan Shahbaaz Mar 11 14 min read
Spectral Clustering Explained: How Eigenvectors Reveal Complex Cluster Structures
Machine Learning
Understanding why spectral clustering outperforms K-means
Rukshan Pramoditha Mar 11 10 min read
Why Most A/B Tests Are Lying to You
Data Science
The 4 statistical sins that invalidate most A/B tests, plus a pre-test checklist and Bayesian…
Kaushik Rajan Mar 11 14 min read