×
![]()
In this post, we show you how to create custom domain names for your Amazon Bedrock AgentCore Runtime agent endpoints using CloudFront as a reverse proxy. This solution provides several key benefits: simplified integration for development teams, custom domains that align with your organization, cleaner infrastructure abstraction, and straightforward maintenance when endpoints need updates.
In this post, we announce that Amazon SageMaker HyperPod now supports managed node automatic scaling with Karpenter, enabling efficient scaling of SageMaker HyperPod clusters to meet inference and training demands. We dive into the benefits of Karpenter and provide details on enabling and configuring Karpenter in SageMaker HyperPod EKS clusters.
Demystifying Bayesian hyperparameter optimization and comparing hyperparameter tuning paradigms
The post Marginal Effect of Hyperparameter Tuning with XGBoost appeared first on Towards Data Science.
This research answered the question: How can machine learning and artificial intelligence help us to unlearn bias?
The post Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks appeared first on Towards Data Science.
Explore how to transcribe videos with speaker identification in a single prompt
The post Unlocking Multimodal Video Transcription with Gemini appeared first on Towards Data Science.
A partnership between xAI and the US government fell apart earlier this summer. Then the White House apparently got involved, per documents obtained by WIRED.
Experimenting, fine-tuning, scaling, and more are key aspects that machine learning development workflows thrive on.
From VOC to JSON: Importing pre-annotations made simple
The post How to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker appeared first on Towards Data Science.
OpenAI's new speech model, gpt-realtime, hopes that its more naturalistic voices would make enterprises use more AI generated voices in applications.
Nous Research launches Hermes 4 open-source AI models that outperform ChatGPT on math benchmarks with uncensored responses and hybrid reasoning capabilities.
We explored our latest investigations into how tech is shaping education today.
Behind Nvidia's strong quarterlyu results are ASICs gaining ground in key Nvidia segments, challenging their growth in the quarters to come.
By using two co-evolving AI models, the R-Zero framework generates its own learning curriculum, moving beyond the need for labeled datasets.
This post describes the agentic AI assistant built by the Government of the City of Buenos Aires and the GenAIIC to respond to citizens’ questions about government procedures. The solution consists of two primary components: an input guardrail system that helps prevent the system from responding to harmful user queries and a government procedures agent that retrieves relevant information and generates responses.
In this post, we provide a data imputation solution using Amazon SageMaker AI, AWS Lambda, and AWS Step Functions. This solution is designed for environmental analysts, public health officials, and business intelligence professionals who need reliable PM2.5 data for trend analysis, reporting, and decision-making. We sourced our sample training dataset from openAFRICA. Our solution predicts PM2.5 values using time-series forecasting.
The Amazon Finance technical team develops and manages comprehensive technology solutions that power financial decision-making and operational efficiency while standardizing across Amazon’s global operations. In this post, we explain how the team conceptualized and implemented a solution to these business challenges by harnessing the power of generative AI using Amazon Bedrock and intelligent search with Amazon Kendra.
A beginner-friendly project to understand variables, loops, and conditions in Python
The post Implementing the Hangman Game in Python appeared first on Towards Data Science.
Which AI's smarter?, OpenAI + Anthropic collab, AI suffering, fighter pilots test AI, and more...
Have you performed RAG over PDFs, Docs, and Reports? Many important documents are not just simple text. Think about research papers, financial reports, or product manuals. They often contain a mix of paragraphs, tables, and other structured elements. This creates a significant challenge for standard Retrieval-Augmented Generation (RAG) systems. Effective RAG on semi-structured data requires […]
The post A Guide to RAG on Semi-Structured Data appeared first on Analytics Vidhya.
Make your Pixel 10 yours with Magic Cue, Material 3 Expressive and more.
OpenAI and Anthropic tested each other's AI models and found that even though reasoning models align better to safety, there are still risks.
Dimensionality reduction in linear regression: classical stepwise methods and a Python application on real-world data
The post Stepwise Selection Made Simple: Improve Your Regression Models in Python appeared first on Towards Data Science.
From theoretical puzzles to practical applications
The post Graph Coloring for Data Science: A Comprehensive Guide appeared first on Towards Data Science.
Docker makes data science workflows more consistent and portable. This guide breaks it down into five simple, practical steps.
How hyperparameter tuning visually changes decision trees
The post A Visual Guide to Tuning Decision-Tree Hyperparameters appeared first on Towards Data Science.
Data merging is the process of combining data from different sources into a unified dataset.
In this article, we will explore seven simple machine learning projects that will help you learn important skills and improve your career.
VaxSeer uses machine learning to predict virus evolution and antigenicity, aiming to make vaccine selection more accurate and less reliant on guesswork.
The following article comes from two blog posts by Drew Breunig: “How Long Contexts Fail” and “How to Fix Your Contexts.” Managing Your Context Is the Key to Successful Agents As frontier model context windows continue to grow,1 with many supporting up to 1 million tokens, I see many excited discussions about how long-context windows […]
Understand how open source can help you unravel air quality
The post Air for Tomorrow: Why Openness in Air Quality Research and Implementation Matters for Global Equity appeared first on Towards Data Science.