Browsing: Data Science
What would you say it is you do here?Photo by Cookie the Pom on UnsplashNow that many of us are returning to the office and getting…
Using multiple model forms to capture and forecast the components of complex time seriesPhoto by Hunter Haley on UnsplashI recently had to fix the fence in…
I believe that the primary goal of analysts is to help their product teams make the right decisions based on data. It means that the main…
Tiny-Llama logo (src: https://github.com/jzhang38/TinyLlama)Learn how to deploy a real ML application using AWS and FastAPIIntroductionI have always thought that even the best project in the world…
Navigating Nested Loops and Memory Challenges for Seamless Performance using PythonPhoto by Kevin Canlas on UnsplashIn this exploration of Python code optimization, we look at common…
What convolutional layers are and how they enable deep learning for computer vision”https://www.flaticon.com/free-icons/neural-network” title=”neural network icons”>Neural network icons created by juicy_fish — Flaticon..Unlike me and you,…
Revolutionizing Interactive Text Games with Knowledge-Enhanced AI AgentsCommunication through natural language is crucial to machine intelligence [9]. The recent progress in computational language models (LMs) has…
Exploring the Transformer’s Decoder Architecture: Masked Multi-Head Attention, Encoder-Decoder Attention, and Practical ImplementationThis post was co-authored with Rafael Nardi.In this article, we delve into the decoder…
Not to pick on Sebastian Bubeck in particular, but if auto-complete-on-steroid can “blow his mind,” imagine the effects on the average user.Developers and data practitioners use…
Setting the foundations rightPhoto by Konta Ferenc on UnsplashIn the previous two articles we saw how we can implement a basic classifier based on Rosenblatt’s perceptron…