How Zalando optimized large-scale inference and streamlined ML operations on Amazon SageMaker
This post is cowritten with Mones Raslan, Ravi Sharma and Adele Gouttes from Zalando. Zalando SE is one of Europe’s largest...
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Optimizing the Data Processing Performance in PySpark | by John Leung | Nov, 2024
Imagine you open an online retail shop that offers a variety of products and is primarily targeted at U.S. customers....
Unleash the power of generative AI with Amazon Q Business: How CCoEs can scale cloud governance best practices and drive innovation
This post is co-written with Steven Craig from Hearst. To maintain their competitive edge, organizations are constantly seeking ways to...
Histogram of Oriented Gradients (HOG) in Computer Vision | by Mohamad Hamza | Nov, 2024
What is a Histogram of Oriented Gradients (HOG)?The HOG is a global descriptor (feature extraction) method applied to each pixel...
Integrate foundation models into your code with Amazon Bedrock
The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP)...
Easy Hurricane Tracking with Tropycal | by Lee Vaughan | Nov, 2024
Quick Success Data ScienceA great Python package for storm analysisNorth Atlantic hurricane tracks for the 2017 season colored by storm...
Governing the ML lifecycle at scale: Centralized observability with Amazon SageMaker and Amazon CloudWatch
This post is part of an ongoing series on governing the machine learning (ML) lifecycle at scale. To start from...
Predict Tomorrow’s Demand Using Yesterday’s Data
While AI models have taken the spotlight, traditional statistical models remain highly valuable tools for demand forecastingPhoto by petr sidorov...
Automate document processing with Amazon Bedrock Prompt Flows (preview)
Enterprises in industries like manufacturing, finance, and healthcare are inundated with a constant flow of documents—from financial reports and contracts...
I Wasn’t Always a Data Scientist — How I Broke into the Field | by Jarom Hulet | Nov, 2024
8 strategies I used (and you can too) on my journey to data scienceImage by Marina Leonova from Pexels.comFrom my...
Automate Amazon Bedrock batch inference: Building a scalable and efficient pipeline
Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies...
Classify Jira Tickets with GenAI On Amazon Bedrock | by Tanner McRae | Nov, 2024
Replace traditional NLP approaches with prompt engineering and Large Language Models (LLMS) for Jira ticket text classification. A code sample...
Accelerate custom labeling workflows in Amazon SageMaker Ground Truth without using AWS Lambda
Amazon SageMaker Ground Truth enables the creation of high-quality, large-scale training datasets, essential for fine-tuning across a wide range of...
What I Learned from Teaching Tech for the Past 2 Years | by Axel Furlan | Nov, 2024
Tips and tricks for teachers and mentors about teaching techFeel free to skip the following part.A little context about meEver...
Discover insights from Gmail using the Gmail connector for Amazon Q Business
A number of organizations use Gmail for their business email needs. Gmail for business is part of Google Workspace, which...
