#167 Issue
Dec. 9, 2019
Tag: AI
AI Machine Learning Dec. 2, 2019How to Use GCP with Weights & Biases - How to quickly spin up a Notebook instance via the GCP AI Platform and configure Weights and Biases for experiment tracking.
AI GCP Experience Official Blog Dec. 2, 2019How Cloud AI is shaping the future of retail—online and in-store - How Google Cloud AI can help transform retailers’ business.
AI GCP Experience Official Blog Dec. 2, 2019How AutoML Vision is helping companies create visual inspection solutions for manufacturing - How manufacturing customers are using AutoML Vision to create visual inspection solutions.
AI Machine Learning Official Blog Security Nov. 18, 2019Exploring the machine learning models behind Cloud IAM Recommender - Learn about the machine learning techniques that power Cloud IAM’s recommendations.
AI Dialogflow Google Cloud Vision API Machine Learning Tutorial Nov. 11, 2019Add Image Recognition to your Chatbot with Google Dialogflow and Vision API - The tutorial goes through integrating Dialogflow with Vision API to provide rich and dynamic ML-based responses to user-provided image inputs.
AI Official Blog TPU Nov. 11, 2019Cloud TPU breaks scalability records for AI Inference - Results from the MLPerf Inference benchmark demonstrate that Cloud TPU inference meets critical needs of ML customers: developer velocity, scalability, and elasticity.
AI Cloud AutoML Official Blog Nov. 11, 2019ShapeMask: High-performance, large-scale instance segmentation with Cloud TPUs - New ML model ShapeMask, run on Cloud TPUs can help you build highly-scalable cutting-edge instance segmentation applications.
AI GPU Machine Learning Official Blog Nov. 4, 2019Reduce the costs of ML workflows with preemptible VMs and GPUs - If you have some flexibility in your timing and availability, preemptible VMs with GPUs can be a useful tactic for significantly lowering those costs.
AI Data Analytics Machine Learning Official Blog Oct. 28, 2019Updates make Cloud AI platform faster and more flexible - Improvements in AI Platform provide more flexibility to ML teams looking to optimize their workloads for cost and performance.
AI Machine Learning Official Blog Oct. 6, 2019Announcing updates to AutoML Vision Edge, AutoML Video, and Video Intelligence API - Enhancements to AI vision and video intelligence portfolio to help even more customers take advantage of machine learning.
AI Official Blog Oct. 6, 2019Accelerating industry transformation with the power of AI - How enterprises across every industry are using the cloud to build highly customized solutions and apply AI to accelerate business transformation.
AI GCP Experience Machine Learning Official Blog Sept. 30, 2019Deployed AI: How Lumiata is using AI to make healthcare smarter - Lumiata, which uses Google Cloud AI to provide intelligent health analytics for improved risk awareness and cost management in healthcare, shares its learnings on deploying AI in an organization.
AI Cloud AutoML Machine Learning Official Blog Sept. 23, 2019Building a document understanding pipeline with Google Cloud - Create an end-to-end pipeline with Google’s Document AI Solution, including sample code and detailed instructions.
AI Machine Learning Official Blog TPU Sept. 16, 2019Train ML models on large images and 3D volumes with spatial partitioning on Cloud TPUs - Spatial partitioning is new Cloud TPU feature that allows you to seamlessly scale image models up to larger sizes (in 2D and 3D) without changing your code. Here’s how to get started.
AI BigQuery Google Cloud ML Official Blog Sept. 2, 2019How to quickly solve machine learning forecasting problems using Pandas and BigQuery - Learn how to quickly solve machine learning forecasting problems using Pandas, BigQuery, and Google Cloud AI Platform.
AI Data Science Machine Learning Aug. 19, 2019How to Upgrade Colab with More Compute - Learn how to use Google Cloud Platform’s Deep Learning VMs to power up your Colab environment, on this episode of AI Adventures
AI Google Cloud ML Aug. 19, 2019Custom model deployment on Google A.I. Platform Serving - End to end ML pipeline on AI Platform.
AI Official Blog Aug. 12, 2019The age of Deployed AI is here: See how Google Cloud customers transform their businesses with AI - The emergence of sophisticated tools, best practices, and a rapidly growing community of builders has ushered in the era of Deployed AI. Here’s how customers are putting it to work for them right now.
AI Cloud Composer Machine Learning Python Aug. 5, 2019Machine Learning Operations (MLOps) Pipeline using Google Cloud Composer - Example of setting a ML pipeline on GCP.
AI Google Cloud ML Aug. 5, 2019Using explainability frameworks to interpet financial models - Using What-if tool for analyzing ML model.
AI Machine Learning Official Blog July 22, 2019Introducing the What-If Tool for Cloud AI Platform models - With this integration, AI Platform users can develop a deeper understanding of how their models work under different scenarios, and build rich visualizations to explain model performance to others.
AI Google Cloud Functions Official Blog Serverless TensorFlow July 15, 2019How to serve deep learning models using TensorFlow 2.0 with Cloud Functions - Learn how to run inference on Cloud Functions using TensorFlow 2.0.
AI Kubernetes Machine Learning Official Blog July 1, 2019Introducing Deep Learning Containers: Consistent and portable environments - Deep Learning Containers help you manage the compatibility and complexities of your software stack, so you can focus on iterating and refining your machine learning model.
AI BigQuery Data Analytics Machine Learning Official Blog July 1, 2019Analyze BigQuery data with Kaggle Kernels notebooks - BigQuery users can now query and create BQML models within an integrated development environment using Kaggle Kernels.
AI Google Kubernetes Engine Official Blog June 24, 2019How to run evolution strategies on Google Kubernetes Engine - Running Evolution Strategies ML workloads on Kubernetes Engine.
AI Official Blog June 17, 20193 steps to gain business value from AI - Three steps based on best practices inside Google to help organizations to get the biggest return on their AI investments.
AI Machine Learning Official Blog June 17, 2019Jupyter Notebook Manifesto: Best practices that can improve the life of any developer using Jupyter notebooks - Best practices for Jupyter Notebooks based on Google experience.
AI TensorFlow Tutorial June 10, 2019Training a Deep machine learning model on Google Cloud Platform with GPU support. - The article goes through the process of creating a VM with GPU and setting necessary software.
AI Official Blog May 20, 2019Topping the tower: the Obstacle Tower Challenge AI Contest with Unity and Google Cloud - Learn how Unity is hosting an AI competition in a game engine environment on Google Cloud, enabling AI researchers to use Cloud TPUs and GPUs to train and serve ML models.
AI Cloud AutoML May 20, 2019An End-to-End AutoML Solution for Tabular Data at KaggleDays - using AutoML in Kaggle competition.
AI Machine Learning TensorFlow May 13, 2019Interpreting bag of words models with SHAP - Building a ML model to predict Stack Overflow question tags.
AI Machine Learning May 6, 2019AI Platform Notebooks/VMs Release M25 - Improvements and updates for AI Platform.
AI Official Blog TPU April 29, 2019Train and deploy state-of-the-art mobile image classification models via Cloud TPU - Learn how to train embedded Neural Architecture Search machine learning models on Cloud TPUs to output quantized TensorFlow Lite classifiers on embedded systems.
AI GCP Experience Official Blog April 29, 2019American Cancer Society uses Google Cloud machine learning to power cancer research - The American Cancer Society is using machine learning on Google Cloud to help identify lifestyle, medical, and genetic factors that contribute to breast cancer.
AI Official Blog April 29, 2019AI in Depth: Serving a PyTorch text classifier on AI Platform Serving using custom online prediction - Now, learn how to serve a custom PyTorch Model in Cloud AI Platform Serving, again using a text classification, natural language understanding example.
AI April 22, 2019AI novelties at Google Next 2019 - Short recap of AI related products introduced at Next '19.
AI April 15, 2019List Of Useful Links About AI Platform Notebooks And/Or Deep Learning VMs - This article includes a collection of useful articles about AI Platform Notebooks and AI Platform Deep Learning VMs.
AI AI Platform Notebooks April 15, 2019Using Google Cloud AI Platform Notebooks as a Web-Based Python IDE - instructions and advice on how to setup and use Google Cloud AI Platform Notebooks as a development environment.
AI Data Science Machine Learning April 8, 2019GCP Notebook Executor v0.1.2 - Executing long running Jupyter Notebook jobs on GCP.
AI Official Blog TensorFlow March 25, 2019TensorFlow 2.0 and Cloud AI make it easy to train, deploy, and maintain scalable machine learning models - Recent developments around TensorFlow: version 2.0 in alpha, new features, courses etc.
AI Google Compute Engine Machine Learning Official Blog Python March 25, 2019NVIDIA’s RAPIDS joins our set of Deep Learning VM images for faster data science - RAPIDS, NVIDIA’s open source and Python-based GPU-accelerated data processing and machine learning libraries are available on Deep Learning VM images
AI Google Compute Engine Machine Learning March 11, 2019DeepLearning Images Revision M21 - New release of Deep Learning Images brings new UI, Tensorflow 1.13, 2.0 (in Alpha), Git integration with Notebooks.
AI Machine Learning Official Blog Feb. 18, 2019AI in depth: monitoring home appliances from power readings with ML - How to accurately identify home appliances’ operating status using smart power readings, together with modern machine learning techniques such as long short-term memory (LSTM) models.
AI Official Blog Jan. 28, 2019Build an AI-powered, customer service virtual agent with Chatbase - Using Chatbase to build AI-powered customer service virtual agent.
AI Business Cloud Natural Language API Data Loss Prevention API Dialogflow Google Cloud Functions Google Kubernetes Engine Official Blog PubSub Jan. 21, 2019A simple blueprint for building AI-powered customer service on GCP - an overview of a simple solution blueprint that may inspire you to meet these objectives using GCP.
AI BigQuery Cloud AutoML Google Cloud ML TensorFlow Jan. 7, 2019Choosing between TensorFlow/Keras, BigQuery ML, and AutoML Natural Language for text classification - Comparing text classification done three ways on Google Cloud Platform.
AI Business Nov. 19, 2018Let’s talk AI: Customers meet in San Francisco to show how AI is helping their businesses
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