Browsing: Data Science
Mastering GitLearn advanced git log10 min read·16 hours agoIf you have been working with Git, you might be familiar with git log command. Beyond its basic…
A cost-effective approachPhoto by Adi Goldstein on UnsplashAmazon Web Service (“AWS”) Elastic Compute Cloud (“EC2”) presents a powerful and scalable option for computing. It allows developers…
A brief overview and discussion on gender bias in AICreated using MidjourneyFor International Women’s Day, I wanted to write a short article about gender bias in…
Using quantized models for memory-efficiencyA speculating llama — Generated by DALL-ELarger language models typically deliver superior performance but at the cost of reduced inference speed. For…
These hands-on projects were crucial for career transformationsPhoto of author with coworker at LinkedIn HQ in 2023 used with permission (source)How does someone get a dream…
Photo by Joshua Sortino on UnsplashWhat if I told you that you could save 60% or more off of the cost of your LLM API spending…
Combining LLMs with human judgement through Prediction-Powered Inference (PPI)Robot solving complicated mathematics, digital art. Generated by Dall-E 2.In business analytics, calculating the Net Promoter Score (NPS)…
Estimating your chances of winning the lottery with samplingStatistical estimates can be fascinating, can’t they? By just sampling a few instances from a population, you can…
Let’s implement a regression example where the aim is to train a network to predict the value of a node given the value of all other…
Learn how to build neural networks for direct causal inferencePhoto by Geranimo on UnsplashBuilding machine learning models is fairly easy nowadays, but often, making good predictions…