RealTime
Artificial Intelligence
Introducing MIT Technology Review Roundtables, real-time conversations about what’s next in tech
There's little doubt that generative AI will affect the economy—but how, exactly, stays an open query. Despite fears that these AI tools will upend jobs and exacerbate wealth inequality, early evidence suggests the...
Artificial Intelligence
Constructing Real-time Machine Learning Foundations at Lyft Capabilities of Real-time Machine Learning Real-time Capabilities Across the ML Lifecycle Designing a Common Interface: RealtimeMLPipeline Example RealtimeMLPipeline RealtimeMLPipeline Across Development and...
To higher understand the RealtimeMLPipeline interface, we are able to take a better take a look at a Real-time Features use case for example.To define a RealtimeMLPipeline which encodes a real-time feature, a developer...
Artificial Intelligence
Ensuring Trustworthy ML Systems With Data Validation and Real-Time Monitoring
Theoretical Concepts & ToolsData Validation: Data validation refers back to the means of ensuring data quality and integrity. What do I mean by that?As you robotically gather data from different sources (in our case,...
Artificial Intelligence
How YOLO-NAS is Leaving YOLOv8 within the Dust — And Why You Must Know About It! The Advanced Training Scheme: Like an ’80s Training Montage...
Ritz here. You understand, I’ve been across the block a time or two in terms of working with object detection models. So once I heard about this hot latest thing called YOLO-NAS, I knew...
Artificial Intelligence
Traceability & Reproducibility Our motivation: Things can go incorrect Our solution: Traceability by design Solution design for real-time inference model: Traceability on real-time inference model: Reproducibility: Roll-back
Within the context of MLOps, traceability is the flexibility to trace the history of knowledge, code for training and prediction, model artifacts, environment utilized in development and deployment. Reproducibility is the flexibility to breed...
Artificial Intelligence
Having your cake and eating it too: How Vizio built a next-generation data platform to enable BI reporting, real-time streaming, and AI/ML
: Parveen Jindal, Darren Liu, Alina SmirnovaVIZIO is the leading Smart TV brand in the USA, harnessing data from our Smart TV’s to power our platform business and create engaging experiences for our customers....
Artificial Intelligence
Deep Brain AI launches 3D virtual human B2B technology able to real-time conversation and response
Deep Brain AI (CEO Jang Se-young), which focuses on artificial intelligence (AI), announced on the twenty third that it should introduce 3D virtual human B2B technology that permits real-time conversation in addition to emotional...
Artificial Intelligence
10 End-to-End Guided Data Science Projects to Construct Your Portfolio Table of Content: 1. Automatic Speech Recognition System 2. Constructing Production-Ready Enterprise-Level Image Classifier with AWS &...
Data science is one of the vital sought-after fields in today’s job market. With the ever-increasing amount of knowledge being generated each day, businesses are in need of expert data scientists who can extract...
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