ML 16234 Architecture

Build your multilingual personal calendar assistant with Amazon Bedrock and AWS Step Functions

Foreigners and expats living outside of their home country deal with a large number of emails in various languages daily. They often find themselves struggling with language barriers when it comes to setting up reminders for events like business gatherings and customer meetings. To solve this problem, this post shows you how to apply AWS …

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Understanding BigQuery data canvas: how to easily transform data into insights with AI

BigQuery data canvas, a Gemini in BigQuery feature, is a revolutionary data analytics tool that simplifies the entire data analysis journey — from data discovery and preparation to analysis, visualization, and collaboration — all in one place, all within BigQuery. BigQuery data canvas leverages natural language processing to let you can ask questions about your …

5 Common Mistakes in Machine Learning and How to Avoid Them

Using machine learning to solve real-world problems is exciting. But most eager beginners jump straight to model building—overlooking the fundamentals—resulting in models that aren’t very helpful. From understanding the data to choosing the best machine learning model for the problem, there are some common mistakes that beginners often tend to make. But before we go …

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Improve productivity when processing scanned PDFs using Amazon Q Business

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and extract insights directly from the content in digital as well as scanned PDF documents in your enterprise data sources without needing to extract the text first. Customers across industries such as finance, insurance, healthcare life sciences, and more need …

Announcing AI First Accelerator for startups in the Middle East and Turkey

From paving the way for economic revival and confronting climate change, and from empowering underrepresented entrepreneurs to rethinking healthcare, startups across the Middle East, North Africa (MENA), and Turkey are unlocking opportunities that could profoundly enhance the lives of billions and fuel economic development.  AI has emerged as the sharpest tool for startups spearheading solutions …