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Data Science
Accusatory AI: How a Widespread Misuse of AI Technology...
OpinionWhat should be done when an AI accuses a student of misconduct by using A...
Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query La...
Are LLMs Better at Generating SQL, SPARQL, Cypher, or MongoDB Queries?Our NeurIP...
LLMs for Coding in 2024: Price, Performance, and the Ba...
Evaluating the current LLM landscape based both benchmarks and real-world insigh...
A Beginner’s Journey into Key Mathematical Concepts: Ap...
Understanding key concepts such as Monte Carlo Methods, Bayes’ Theorem or Gradie...
Why Data Scientists Need These Software Engineering Skills
Learn these things to become a more well-rounded data scientistContinue reading ...
Here’s What I Learned About Information Theory Through ...
The Science Behind Better GuessesContinue reading on Towards Data Science »
How to Evaluate Multilingual LLMs With Global-MMLU
Evaluation of language-specific LLM accuracy on the global Massive Multitask Lan...
Uncertainty Quantification in Time Series Forecasting
A deep dive into EnbPI, a Conformal Prediction approach for time series forecast...
The Case Against Centralized Medallion Architecture
Why tailored, decentralized data quality trumps the medallion architectureContin...
Lasso and Elastic Net Regressions, Explained: A Visual ...
REGRESSION ALGORITHMRoping in key features with coordinate descentLeast Squares ...
Play the 20 Questions Game Against an LLM
And learn about LLM architecture techniques, parsed output, test design and perf...
Reinforcement Learning: Self-Driving Cars to Self-Drivi...
Understanding AI applications in bio for machine learning engineersPhoto by Ousa...
How to Integrate AI and Data Science into Your Business...
DATA SCIENCE CONSULTINGInsider consulting guide to conducting a successful 2-day...
Combining Large and Small LLMs to Boost Inference Time ...
Implementing Speculative and Contrastive DecodingLarge Language models are compr...
Modeling DAU with Markov Chain
How to predict DAU using Duolingo’s growth model and control the prediction1. In...
I’m Doing the Advent of Code 2024 in Python — Day 1
Let’s see how many stars we’ll collect.Continue reading on Towards Data Science »