Revolutionize logo design creation with Amazon Bedrock: Embracing generative art, dynamic logos, and AI collaboration
In the field of technology and creative design, logo design and creation has adapted and evolved at a rapid pace....
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Build a Tokenizer for the Thai Language from Scratch | by Milan Tamang | Sep, 2024
A step-by-step guide to building a Thai multilingual sub-word tokenizer based on a BPE algorithm trained on Thai and English...
Support for AWS DeepComposer ending soon
AWS DeepComposer was first introduced during AWS re:Invent 2019 as a fun way for developers to compose music by using...
Asking for Feedback as a Data Scientist Individual Contributor | by Jose Parreño | Sep, 2024
Receive clear and useful feedback. Ditch generic questions. More than 60 example questions for you to use.Photo by Marsha Reid...
Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock
The post is co-written with Michael Shaul and Sasha Korman from NetApp. Generative artificial intelligence (AI) applications are commonly built...
The Mystery Behind the PyTorch Automatic Mixed Precision Library | by Mengliu Zhao | Sep, 2024
Data Format Fundamentals — Single Precision (FP32) vs Half Precision (FP16)Now, let’s take a closer look at FP32 and FP16...
Improve RAG performance using Cohere Rerank
This post is co-written with Pradeep Prabhakaran from Cohere. Retrieval Augmented Generation (RAG) is a powerful technique that can help...
The Math Behind Kernel Density Estimation | by Zackary Nay | Sep, 2024
The following derivation takes inspiration from Bruce E. Hansen’s “Lecture Notes on Nonparametric” (2009). If you are interested in learning...
CRISPR-Cas9 guide RNA efficiency prediction with efficiently tuned models in Amazon SageMaker
The clustered regularly interspaced short palindromic repeat (CRISPR) technology holds the promise to revolutionize gene editing technologies, which is transformative...
Disability, Accessibility, and AI | by Stephanie Kirmer | Sep, 2024
A discussion of how AI can help and harm people with disabilitiesPhoto by Thought Catalog on UnsplashI recently read a...
Scaling Thomson Reuters’ language model research with Amazon SageMaker HyperPod
Thomson Reuters, a global content and technology-driven company, has been using artificial intelligence and machine learning (AI/ML) in its professional...
Applications of Rolling Windows for Time Series, with Python | by Piero Paialunga | Sep, 2024
Here’s some powerful applications of Rolling Windows and Time Series11 min read·18 hours agoPhoto by Claudia Aran on UnsplashLast night...
Enabling production-grade generative AI: New capabilities lower costs, streamline production, and boost security
As generative AI moves from proofs of concept (POCs) to production, we’re seeing a massive shift in how businesses and...
Introducing NumPy, Part 3: Manipulating Arrays | by Lee Vaughan | Sep, 2024
Shaping, transposing, joining, and splitting arraysManipulating an array as imagined by DALL-E3Welcome to Part 3 of Introducing NumPy, a primer...
How healthcare payers and plans can empower members with generative AI
In this post, we discuss how generative artificial intelligence (AI) can help health insurance plan members get the information they...
