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Posts by tag

Machine Learning

165 posts
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  • 3 min
  • Engineering
  • Technology

Training Deep Learning-Based Recommender Models Of 100 Trillion Parameters Over Google Cloud

Training recommender models of 100 trillion parameters A recommender system is an important component of Internet services today: billion dollar revenue businesses are directly driven by recommendation services at big…
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  • 3 min
  • Engineering
  • Technology

Sharpen Your Machine Learning Skills At Google Cloud Applied ML Summit

Artificial intelligence (AI) and particularly machine learning (ML) continue to advance at breakneck pace. We see it throughout projects and commentaries across the broader technology industry. We see it in…
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  • 5 min
  • Computing
  • Solutions

Google Cloud Unveils World’s Largest Publicly Available ML Hub With Cloud TPU V4, 90% Carbon-Free Energy

At Google, the state-of-the-art capabilities you see in our products such as Search and YouTube are made possible by Tensor Processing Units (TPUs), our custom machine learning (ML) accelerators. We…
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  • 3 min
  • Engineering

Securing The Human Voice At Scale: Pindrop Partners With Google Cloud

If you’ve ever used only your voice to authenticate a payment, place an order, or check an account over the phone, there is a good chance that Pindrop’s technology made…
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  • 5 min
  • Engineering
  • Technology

From Insights To Robots, Speech AI Use Cases Have Exploded

It’s been five years since we launched the Google Cloud Speech-to-Text (STT) API, and we’re awed by the things our customers have done. From powering voice-controlled apps to generating captions…
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  • 5 min
  • Engineering
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First Dedicated AI Management And MLOps Platform On Google Cloud Marketplace

Editor’s note: Prevision.io has built the first ever pay-as-you-go AI management platform that simplifies the machine learning project lifecycle while offering powerful analytics capabilities. Now available exclusively on Google Cloud…
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  • 6 min
  • Engineering
  • Technology

MLOps In BigQuery ML With Vertex AI Model Registry

Without a central place to manage models, those responsible for operationalizing ML models have no way of knowing the overall status of trained models and data. This lack of manageability…
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  • 7 min
  • Engineering

Announcing BigQuery And BigQuery ML Operators For Vertex AI Pipelines

Developers (especially ML engineers) looking to orchestrate BigQuery and BigQuery ML (BQML) operations as part of a Vertex AI Pipeline have previously needed to write their own custom components. Today…
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  • 5 min
  • Software Engineering

Add Preprocessing Functions To Tensorflow Models And Deploy On Vertex AI

One does not simply productionalize machine learning models. If you’ve developed models before, you know that most of the time input features need to be preprocessed before they are ready…
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  • 9 min
  • Design
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Meet AI’s Multitool: Vector Embeddings

Embeddings are one of the most versatile techniques in machine learning, and a critical tool every ML engineer should have in their toolbelt. It’s a shame, then, that so few…
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