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Understanding Overfitting in ConvNets

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor...

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Enhance monitoring and debugging for AWS Glue jobs using new job observability metrics, Part 3: Visualization and trend analysis using Amazon QuickSight | Amazon...

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring....

Advanced RAG patterns on Amazon SageMaker | Amazon Web Services

Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, telecommunications, software as a service (SaaS),...

Live Object Detection and Image Segmentation with YOLOv8

Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Each technique has its limitations and advantages. While...

Build an end-to-end serverless streaming pipeline with Apache Kafka on Amazon MSK using Python | Amazon Web Services

The volume of data generated globally continues to surge, from gaming, retail, and finance, to manufacturing, healthcare, and travel. Organizations are looking for more...

Scale AWS Glue jobs by optimizing IP address consumption and expanding network capacity using a private NAT gateway | Amazon Web Services

As businesses expand, the demand for IP addresses within the corporate network often exceeds the supply. An organization’s network is often designed with some...

Fine-tune Code Llama on Amazon SageMaker JumpStart | Amazon Web Services

Today, we are excited to announce the capability to fine-tune Code Llama models by Meta using Amazon SageMaker JumpStart. The Code Llama family of...

Create Your First Game with Python: Snake Game

Python is both fun and straightforward to use. With a wide range of libraries available, Python makes our lives easier by simplifying the creation...

Transform one-on-one customer interactions: Build speech-capable order processing agents with AWS and generative AI | Amazon Web Services

In today’s landscape of one-on-one customer interactions for placing orders, the prevailing practice continues to rely on human attendants, even in settings like drive-thru...

Getting Started with Groq API: The Fastest Ever Inference Endpoint

IntroductionReal-time AI systems rely heavily on fast inference. Inference APIs from industry leaders like OpenAI, Google, and Azure enable rapid decision-making. Groq’s Language Processing...

Introducing Terraform support for Amazon OpenSearch Ingestion | Amazon Web Services

Today, we are launching Terraform support for Amazon OpenSearch Ingestion. Terraform is an infrastructure as code (IaC) tool that helps you build, deploy, and...

Understanding Metaprogramming with Metaclasses in Python

IntroductionMetaprogramming is a fascinating aspect of software development, allowing developers to write programs that manipulate code itself, altering or generating code dynamically. This powerful...

Google Announces Gemma: Laptop-Friendly Open Source AI

Google released an open source large language model based on the technology used to create Gemini that is powerful yet lightweight, optimized to be...

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