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Posts by tag

TensorFlow

11 posts
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  • 8 min
  • Design
  • Engineering
  • Technology

How To Optimize Training Performance With The TensorFlow Profiler On Vertex AI

Training ML models can be computationally expensive. If you’re training models on large datasets, you might be used to model training taking hours, or days, or even weeks. But it’s…
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  • 6 min
  • Engineering
  • Solutions

Built With BigQuery: How Tinyclues And Google Cloud Deliver The CDP Capabilities That Marketers Need

Editor’s note: The post is part of a series highlighting our awesome partners, and their solutions, that are Built with BigQuery. What are Customer Data Platforms (CDPs) and why do…
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  • 7 min
  • Programming
  • Public Cloud

Building Large Scale Recommenders Using Cloud TPUs

Introduction Personalized recommender systems are used widely for offering the right products or content to the right users. Some examples of such systems are video recommendations (“What to Watch Next”)…
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  • 12 min
  • Computing
  • Engineering

Scaling Heterogeneous Graph Sampling For GNNs With Google Cloud Dataflow

This blog presents an open-source solution to heterogeneous graph sub-sampling at scale using Google Cloud Dataflow (Dataflow). Dataflow is Google’s publicly available, fully managed environment for running large scale Apache…
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  • 6 min
  • Engineering

Speed Up Model Inference With Vertex AI Predictions’ Optimized Tensorflow Runtime

From product recommendations, to fraud detection, to route optimization, low latency predictions are vital for numerous machine learning tasks. That’s why we’re excited to announce a public preview for a…
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  • 7 min
  • Solutions
  • Technology

3co Reinvents The Digital Shopping Experience With Augmented Reality On Google Cloud

Giving people as close to a “try-before-you-buy” experience is essential for retailers. With the move to online shopping further accelerated by the COVID-19 pandemic, many people are now comfortable shopping…
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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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  • 4 min
  • Programming
  • Software
  • Tech

Solving the AIOps, DevOps, And ITSM Conundrum

Quickly shifting to remote work has enterprises looking to meet the ops needs of a suddenly distributed team, and there are open source options to get them there. The recent…
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  • 1 min
  • Programming

How To Install TFLearn (Python OpenSource Project)

Overview This guide shows how to install TFLearn. TFLearn Deep learning library featuring a higher-level API for TensorFlow.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows…
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  • 1 min
  • Programming

How To Install TensorFlow

Overview This guide shows how to install and verify TensorFlow. TensorFlow is an end-to-end open source platform for machine learning.   Prerequisites Python has been installed Installation on Ubuntu Installation…
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