Cisco achieves 50% latency improvement using Amazon SageMaker Inference faster autoscaling feature
This post is co-authored with Travis Mehlinger and Karthik Raghunathan from Cisco. Webex by Cisco is a leading provider of...
AI Relationships
The Big Questions Shaping AI Today | by TDS Editors | Aug, 2024
Feeling inspired to write your first TDS post? We’re always open to contributions from new authors.The constant flow of model...
Automate the machine learning model approval process with Amazon SageMaker Model Registry and Amazon SageMaker Pipelines
Innovations in artificial intelligence (AI) and machine learning (ML) are causing organizations to take a fresh look at the possibilities...
How to Reduce Class Imbalance Bias in AI? (Explained with a Riddle) | by Diana Morales
Do you like riddles? Perfect! In this article I’ll use a riddle as a fun way to explain class imbalance...
Improve AI assistant response accuracy using Knowledge Bases for Amazon Bedrock and a reranking model
AI chatbots and virtual assistants have become increasingly popular in recent years thanks the breakthroughs of large language models (LLMs)....
AI Shapeshifters: The Changing Role of AI Engineers and Applied Data Scientists | by Sandi Besen | Aug, 2024
The role of AI Engineer and Applied Data Scientist has undergone a remarkable transformation. But where is it heading and...
Use Amazon Bedrock to generate, evaluate, and understand code in your software development pipeline
Generative artificial intelligence (AI) models have opened up new possibilities for automating and enhancing software development workflows. Specifically, the emergent...
Visualising Strava Race Analysis. Two New Graphs That Compare Runners on… | by Juan Hernanz | Aug, 2024
We are ready now to play with the data to create the visualisations.Challenges:To obtain the data needed for the visuals...
Build custom generative AI applications powered by Amazon Bedrock
With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to...
Omitted Variable Bias. An intro to an especially sneaky bias… | by Sachin Date | Aug, 2024
Rothstein, A., photographer. (1939) Farm family at dinner. Fairfield Bench Farms, Montana. Montana Fairfield Bench Farms United States Teton County,...
Faster LLMs with speculative decoding and AWS Inferentia2
In recent years, we have seen a big increase in the size of large language models (LLMs) used to solve...
How I Built BeatBuddy: A Web App that Analyzes Your Spotify Data | by Lazare Kolebka | Aug, 2024
Image generated by DALL·E 3Hi there, and welcome to this article! I’m going to explain how I built BeatBuddy, a...
Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation
Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and...
9.11 or 9.9 — which one is higher? | by Armin Catovic | Jul, 2024
This ChatGPT prompt and its corresponding (incorrect) response were recently shared and re-posted on LinkedIn countless times. They were given...
Intuit uses Amazon Bedrock and Anthropic’s Claude to explain taxes in TurboTax to millions of consumer tax filers
Intuit is committed to providing its customers innovative solutions that simplify complex financial processes. Tax filing can be a challenge, with...
