Search Results for: Cloud Machine Learning Services AWS

Table of Contents Build a Search Engine: Deploy Models and Index Data in AWS OpenSearch Introduction What Will We Do in This Blog? Why Are We Using Vector Embeddings? What’s Coming Next? Configuring Your Development Environment Installing Docker (Required for…

Table of Contents Build a Search Engine: Setting Up AWS OpenSearch Introduction What Is AWS OpenSearch? What AWS OpenSearch Is Commonly Used For Key Features of AWS OpenSearch How Does AWS OpenSearch Work? Why Use AWS OpenSearch for Semantic Search?…

Table of Contents Computer Vision and Deep Learning for Transportation Benefits Safety and Reliability Efficiency Pollution Applications Road Transport Truck Platooning Traffic Management Aviation Railway Transport Intelligent Train Automation Operational Intelligence Asset Intelligence Shipping, Navigation, and Ports Maritime Shipping and…

Table of Contents Computer Vision and Deep Learning for Customer Service Benefits Offer Superior Personalization Faster and Cost-Effective Improve Customer Analytics Applications Email Support Chatbots and Assistants Speech Recognition Personalization Analytics Challenges and Tradeoffs Integration Issues and Maintenance Unemployment and…

Over the past few months, I’ve been using Microsoft’s Ubuntu deep learning and data science virtual machine (DSVM) for a few projects I’m working on here at PyImageSearch. At first, I was a bit hesitant (and perhaps even a bit…

Shipping deep learning models to production is a non-trivial task. If you don’t believe me, take a second and look at the “tech giants” such as Amazon, Google, Microsoft, etc. — nearly all of them provide some method to ship…

The Ubuntu VirtualBox virtual machine that comes with my book, Deep Learning for Computer Vision with Python, includes all the necessary deep learning and computer vision libraries you need (such as Keras, TensorFlow, scikit-learn, scikit-image, OpenCV, etc.) pre-installed. However, while…

Table of Contents Harnessing Power at the Edge: An Introduction to Local Large Language Models Introduction to Large Language Models (LLMs) What Are Large Language Models? Historical Context and Technological Evolution The Development of OpenAI’s Generative Pre-Trained Transformers Key Training…

Table of Contents T’is the Time … for GenAI! Google and Generative AI What’s the Buzz? What Is Generative AI? Getting Started with Vertex AI-Generative AI Studio’s User Interface Vertex AI-Generative AI Studio on Google Cloud Language Get Started Create…