This is a guest post co-authored by Nafi Ahmet Turgut, Hasan Burak Yel, and Damla Şentürk from Getir. Established in 2015, Getir has positioned itself as the trailblazer in the sphere of ultrafast grocery delivery. This innovative tech company has revolutionized the last-mile delivery segment with its compelling offering of “groceries in minutes.” With a…
Tag: model
Microsoft Researchers Propose MAIRA-1: A Radiology-Specific Multimodal Model for the Task of Generating Radiological Reports from Chest X-rays (CXRs) – MarkTechPost
Microsoft Researchers Propose MAIRA-1: A Radiology-Specific Multimodal Model for the Task of Generating Radiological Reports from Chest X-rays (CXRs) MarkTechPost “”machine learning” when:1d” – Google News
Version Controlling in Practice: Data, ML Model, and Code
A Step-by-Step Guide to Versioning in MLOps Continue reading on Towards Data Science » Towards Data Science – Medium
Build and evaluate machine learning models with advanced configurations using the SageMaker Canvas model leaderboard
Amazon SageMaker Canvas is a no-code workspace that enables analysts and citizen data scientists to generate accurate machine learning (ML) predictions for their business needs. Starting today, SageMaker Canvas supports advanced model build configurations such as selecting a training method (ensemble or hyperparameter optimization) and algorithms, customizing the training and validation data split ratio, and…
Reduce model deployment costs by 50% on average using the latest features of Amazon SageMaker
As organizations deploy models to production, they are constantly looking for ways to optimize the performance of their foundation models (FMs) running on the latest accelerators, such as AWS Inferentia and GPUs, so they can reduce their costs and decrease response latency to provide the best experience to end-users. However, some FMs don’t fully utilize…
Scale foundation model inference to hundreds of models with Amazon SageMaker – Part 1
As democratization of foundation models (FMs) becomes more prevalent and demand for AI-augmented services increases, software as a service (SaaS) providers are looking to use machine learning (ML) platforms that support multiple tenants—for data scientists internal to their organization and external customers. More and more companies are realizing the value of using FMs to generate…
Introducing the AWS Generative AI Innovation Center’s Custom Model Program for Anthropic Claude
Since launching in June 2023, the AWS Generative AI Innovation Center team of strategists, data scientists, machine learning (ML) engineers, and solutions architects have worked with hundreds of customers worldwide, and helped them ideate, prioritize, and build bespoke solutions that harness the power of generative AI. Customers worked closely with us to prioritize use cases,…
Accelerate deep learning model training up to 35% with Amazon SageMaker smart sifting
In today’s rapidly evolving landscape of artificial intelligence, deep learning models have found themselves at the forefront of innovation, with applications spanning computer vision (CV), natural language processing (NLP), and recommendation systems. However, the increasing cost associated with training and fine-tuning these models poses a challenge for enterprises. This cost is primarily driven by the…
Training and Deploying a Custom Detectron2 Model for Object Detection using PDF Documents (Part 1…
Training and Deploying a Custom Detectron2 Model for Object Detection Using PDF Documents (Part 1: Training) Making your machine learn how to see PDFs like a human I have been trying for the better half of a year to solve a business case by making PDF documents machine readable, at least in the sense that headers/titles…
False Prophet: Comparing a Regression Model to Meta’s Prophet
Can my Frankenstein of a time series regression model — inspired by Prophet — compete with the real deal? Photo by Piret Ilver on Unsplash In what’s likely to be the last installment in my journey to build on Meta’s great forecasting package Prophet, I’ll be taking a look at how my homemade version stacks up against the original. It’s going…