A Step-By-Step Guide to Building a Programming Language | by Matthew Chak | Jun, 2024
Building a programming language from scratch in a few hoursTrees: The Hierarchical Heart of Computer Science. Source: Jeremy Bishop on...
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Maximize your Amazon Translate architecture using strategic caching layers
Amazon Translate is a neural machine translation service that delivers fast, high quality, affordable, and customizable language translation. Amazon Translate...
Nailing the Machine Learning Design Interview | by Rhea Goel | Jun, 2024
Common Mistakes with Good and Bad Responses#1 Jumping straight into the modelSome candidates jump straight to the ML algorithm they...
Improving air quality with generative AI
As of this writing, Ghana ranks as the 27th most polluted country in the world, facing significant challenges due to...
Creating an Assistant with OpenAI Assistant API and Streamlit | by Shuyang Xiang | Jun, 2024
A step-by-step guideImage by author: assistant done with assistant api and streamlitOpenAI has recently introduced new features that showcase an...
Accelerate deep learning training and simplify orchestration with AWS Trainium and AWS Batch
In large language model (LLM) training, effective orchestration and compute resource management poses a significant challenge. Automation of resource provisioning,...
A Patch is More than 16*16 Pixels | by Mengliu Zhao | Jun, 2024
Pixel Transformer (PiT) — from an inductive bias perspectiveMeta AI released The technical report last week on arXiv: "An image...
How Twilio used Amazon SageMaker MLOps pipelines with PrestoDB to enable frequent model retraining and optimized batch transform
This post is co-written with Shamik Ray, Srivyshnav K S, Jagmohan Dhiman and Soumya Kundu from Twilio. Today’s leading companies...
Multi AI Agent Systems 101. Automating Routine Tasks in Data Source… | by Mariya Mansurova | Jun, 2024
Initially, when ChatGPT just appeared, we used simple prompts to get answers to our questions. Then, we encountered issues with...
Paper review — Communicative Agents for Software Development | by Eddie Forson | Jun, 2024
A detailed review of the “ChatDev” AI Agent paperScreenshot of ChatDev paper coverAfter reading and reviewing the Generative Agents paper,...
Welch’s t-Test: The Reliable Way to Compare 2 Population Means with Unequal Variances | by Vito Rihaldijiran | Jun, 2024
Discover why Welch’s t-Test is the go-to method for accurate statistical comparison, even when variances differ.Photo by Simon Maage on...
How Wiz is empowering organizations to remediate security risks faster with Amazon Bedrock
Wiz is a cloud security platform that enables organizations to secure everything they build and run in the cloud by...
Erasing Clouds from Satellite Imagery Using GANs (Generative Adversarial Networks) | by Aleksei Rozanov | Jun, 2024
Building GANs from scratch in pythonPhoto by Michael & Diane Weidner on UnsplashThe idea of Generative Adversarial Networks, or GANs,...
Sprinklr improves performance by 20% and reduces cost by 25% for machine learning inference on AWS Graviton3
This is a guest post co-written with Ratnesh Jamidar and Vinayak Trivedi from Sprinklr. Sprinklr’s mission is to unify silos,...
Unveiling the Inner Workings of LLMs: A Singular Value Perspective | by Louis Owen | Jun, 2024
Now, let’s jump into the real deal of this article. Analyzing (Q, K, V, O) matrices of Llama-3–8B-Instruct model via...
