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Detecting Speech and Music in Audio Content

The Netflix TechBlog

Practical use cases for speech & music activity Audio dataset preparation Speech & music activity is an important preprocessing step to prepare corpora for training. Content, genre and languages Instead of augmenting or synthesizing training data, we sample the large scale data available in the Netflix catalog with noisy labels.

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Causal AI use cases for modern observability that can transform any business

Dynatrace

Most AI today uses association-based machine learning models like neural networks that find correlations and make predictions based on them. Marketers can use these insights to better understand which messages resonate with customers and tailor their marketing strategies accordingly. However, correlation does not imply causation.

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Best Practices in Cloud Security Monitoring

Scalegrid

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. These include alert fatigue, lack of context, and absence of strategy. Get ready for actionable insights that balance technical depth with practical advice.

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Dynatrace expands Davis AI with Davis CoPilot, pioneering the first hypermodal AI platform for unified observability and security

Dynatrace

Davis AI transforms and augments data to enable more useful analysis, perform automatic tasks, and respond to user requests: Predictive AI uses machine learning (ML) and statistical methods to recommend future actions based on data from the past. When a user asks a question, generative AIs create an answer word by word.

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The Three Types of Performance Testing

CSS Wizardry

A lot of companies—even if they are aware that performance is key to their business—are often unsure of how, when, or where performance testing sits within their development lifecycle. To make things worse, they’re also usually unsure whose responsibility performance measuring and monitoring is.

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What is cloud migration?

Dynatrace

It requires purchasing, powering, and configuring physical hardware, training and retaining the staff capable of servicing and securing the machines, operating a data center, and so on. A cloud migration strategy, however, provides technical optimization that’s also firmly rooted in the business value chain. Read eBook now!

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Key Advantages of DBMS for Efficient Data Management

Scalegrid

This article cuts through the complexity to showcase the tangible benefits of DBMS, equipping you with the knowledge to make informed decisions about your data management strategies. Types of DBMS DBMS can be classified into hierarchical, network, relational, and object-oriented types.