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@faun shared a link, 3 years, 1 month ago
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Scale multiple Azure SQL databases on a logical server

This tutorial demonstrates the process of using Azure Portal or PowerShell script to scale multiple databases in a logical server into an elastic pool and how to upgrade databases with geo-replication failover group. It also highlights the need to exclude the master database and advises caution whe.. read more  

Scale multiple Azure SQL databases on a logical server
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Training and deploying your PyTorch model in the cloud with Azure ML

This article explains the benefits ofmoving PyTorch models to the cloud using Azure ML. It suggests that training models in the cloud can handle larger models and datasets than those trained on local machines. The author provides instructions for training and deploying a Fashion MNIST model using .. read more  

Training and deploying your PyTorch model in the cloud with Azure ML
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@mohammad_zaigam shared a post, 3 years, 1 month ago
Technical Solutions Specialist, Logiq.ai

THE 5 STAGES OF THE OBSERVABILITY MATURITY MODEL

The unprecedented growth of data in recent years has led to a demand for evolution in traditional monitoring practices.

The current observability maturity model is a good solution but needs further augmentations.

The widely accepted model includes the following stages:

1) Monitoring (Is everything in working order?)

2) Observability (Why is it not working?)

3) Full-Stack Observability (What is the origin of the problem, and what are its consequences?)

4) Intelligent Observability (How to predict anomalies and automate response?)

LOGIQ is supporting the next stage in the model i.e, Federated Observability. In other words, data availability for consumers with on-demand convenience.

The Observability Maturity Model.png
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Building a Media Understanding Platform for ML Innovations

This is abouthow Netflix uses machine learning to improve their media platform for their users. Basically,Netflix teams focus on the integration of model outputs into applications, specifically for search capabilities for studio applications. They cover three use cases: dialogue search, visual sear.. read more  

Building a Media Understanding Platform for ML Innovations
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Zoom’s new AI features help you catch up on meetings you’re late to

Zoom has announced a partnership with OpenAIto bringAI-generated meeting summaries,transcripts, andreal-time assistantsto Zoom users. The new feature, "Zoom IQ," will leverage OpenAI's GPT-3 natural language processing technology to generate meeting summaries, provide real-time AI-powered assistant.. read more  

Zoom’s new AI features help you catch up on meetings you’re late to
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FTC Chair Lina Khan Vows to Protect Competition in AI Market

The top antitrust official, FTC Chair Lina Khan, has expressed her concern that big tech companies may try to squash competition in the emerging market of artificial intelligence tools. She has warned that the FTC will be closely monitoring the industry to ensure startups have a fair chance to comp.. read more  

FTC Chair Lina Khan Vows to Protect Competition in AI Market
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Elon Musk’s Neuralink seeking partner for clinical trials

Elon Musk's Neuralink is reportedly in talks with Barrow Neurological Institute to collaborate on clinical trials for treating conditions like paralysis and blindness through brain implants. The partnership might lead to further implant research conducted at the institute, which has extensive exper.. read more  

Elon Musk’s Neuralink seeking partner for clinical trials
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@faun shared a link, 3 years, 1 month ago
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Unified Machine Learning Platform at Expedia Group

Expedia Group is using AI, machine learning, and ML collectively as a core capability to enable their products and services. The pandemic hit the travel industry hard, and it has caused them to look closely at their technology stack, including legacy systems, which they are now rebuilding. They ar.. read more  

Unified Machine Learning Platform at Expedia Group
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How to Access ChatGPT via Voice Command (Using Siri)

Daniel Miessler explains how to use ChatGPT using an Apple Shortcut. To do this, you need to download the shortcut, add your OpenAPI Key, and then try it out by saying "Hey Siri" followed by the name of the shortcut. The author gives an example of using the shortcut to diagnose a tree turning yell.. read more  

How to Access ChatGPT via Voice Command (Using Siri)
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Integration Tests: Pros and Cons of Doubles vs. Trace-Based Testing

Full integration tests and test doubles are two approaches to testing in software development. Test doubles are lightweight and easy to set up, but they might not accurately reflect the behavior of the real implementation. Full integration tests provide a more realistic view of how the application .. read more  

Integration Tests: Pros and Cons of Doubles vs. Trace-Based Testing

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