Data Empowers Business. Exploiting the full potential of… | by Bernd Wessely | Sep, 2024
There is a lot of talk about the value of data being the new gold. Many companies are therefore pouring...
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Accelerate pre-training of Mistral’s Mathstral model with highly resilient clusters on Amazon SageMaker HyperPod
In recent years, FM sizes have been increasing. It is important to consider the massive amount of compute often required...
Hands-On Numerical Derivative with Python, from Zero to Hero | by Piero Paialunga | Sep, 2024
Here’s everything you need to know (beyond the standard definition) to master the numerical derivative worldPhoto by Roman Mager on...
Introducing document-level sync reports: Enhanced data sync visibility in Amazon Kendra
Amazon Kendra is an intelligent search service powered by machine learning (ML). Amazon Kendra helps you aggregate content from a variety...
Are We Alone?. The Real Odds of Encountering Alien… | by James Gearheart | Sep, 2024
**********************************;**********************************;/* Set the random seed for reproducibility */data _null_;call streaminit(1234);run;/* Number of simulations */%let num_simulations = 100000;/* Number of civilizations...
Build a generative AI assistant to enhance employee experience using Amazon Q Business
In today’s fast-paced business environment, organizations are constantly seeking innovative ways to enhance employee experience and productivity. There are many...
Choosing Between LLM Agent Frameworks | by Aparna Dhinakaran | Sep, 2024
The tradeoffs between building bespoke code-based agents and the major agent frameworks.Image by authorThanks to John Gilhuly for his contributions...
Integrate dynamic web content in your generative AI application using a web search API and Amazon Bedrock Agents
Amazon Bedrock Agents offers developers the ability to build and configure autonomous agents in their applications. These agents help users...
Build a WhatsApp LLM Bot: a Guide for Lazy Solo Programmers | by Ian Xiao | Sep, 2024
How I built it in 12 hours with Python, AWS, and OpenAI, and lessons learnedPhoto by Shubham Dhage on UnsplashTLDR:...
Integrate Amazon Bedrock Knowledge Bases with Microsoft SharePoint as a data source
Amazon Bedrock Knowledge Bases provides foundation models (FMs) and agents in Amazon Bedrock contextual information from your company’s private data...
Mastering SQL for Data Engineering: Part I
Unlocking the power of SQL for data-driven decision-making48 min read·10 hours agoPhoto by Thao LEE on UnsplashHere’s an interesting fact:...
Fine-tune Meta Llama 3.1 models using torchtune on Amazon SageMaker
This post is co-written with Meta’s PyTorch team. In today’s rapidly evolving AI landscape, businesses are constantly seeking ways to...
Improving Code Quality with Array and DataFrame Type Hints | by Christopher Ariza | Sep, 2024
How generic type specification permits powerful static analysis and runtime validationPhoto by AuthorAs tools for Python type annotations (or hints)...
Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows
Personalization has become a cornerstone of delivering tangible benefits to businesses and their customers. Generative AI and large language models...
The Basics Behind AI Models for Self-Driving Cars | by Claudia Ng | Sep, 2024
Learn to build a neutral network that can drive using PyTorch in PythonEn route via robo-taxi (Image by author)I recently...
