Browsing: Data Science
Get started with Kaggle and submit a (good) first solutionKaggle is a fun platform hosting a variety of data science and machine learning competitions — covering…
Reinforcement Learning, Part 2: Policy Evaluation and Improvement | by Vyacheslav Efimov | Apr, 2024
From data to decisions: maximizing rewards with policy improvement methods for optimal strategiesReinforcement learning is a domain in machine learning that introduces the concept of an…
Choose the one that behaves nicely at the boundariesPhoto by Hilda Gea on UnsplashIf you look up the history of Fourier analysis, you’ll see that Jean-Baptiste…
Interview + resume tips to ace your application processImage by AuthorI started my career in 2021 as a data science intern at Spotify.Then, I did another…
Prompting, fine-tuning, RAG, and agentsPicture by Joshua Coleman on UnsplashHeadlines keep buzzing with updates on cutting-edge new model versions of Large Language Models (LLMs) like Gemini,…
A deep dive into biases in machine learning, with a focus on historical (or social) biases.Humans are biased. To anyone who has had to deal with…
Customized backend; GCP Deployment; Data Versioning with GCS Integration13 min read·20 hours agoImage by AuthorTable of Contents· Introduction· Overview∘ Goal∘ Why semiautomatic?∘ Entering Label Studio∘ 1…
N-of-1 Trials in PracticeTo show you an example of this methodology in practice, I will conduct my own analysis on a selection of data collected from…
In product analytics, we quite often get “what-if” questions. Our teams are constantly inventing different ways to improve the product and want to understand how it…
How to constrain your model to output defined formatsIn this post I will explain and demonstrate the concept of “structured generative AI”: generative AI constrained to…