#225 Issue
Jan. 18, 2021
Tag: AI
AI Machine Learning Jan. 18, 2021Demystifying Machine Learning by Building an ML Pipeline 1 & 2 - Intro to machine learning concepts with examples.
AI AI Platform Notebooks Cloud Source Repositories Jupyter Notebook Jan. 18, 2021Google Cloud AI Platform Notebooks and Cloud Source Repositories - Saving Jupyter Notebook to Cloud Repository.
AI Jupyter Notebook Windows Dec. 28, 2020Take Full Control of AI Notebook Instance on GCP via Putty - Access GCP VM instance via Putty for cloud computing.
AI AI Platform Prediction Machine Learning Official Blog Dec. 21, 2020How to automatically scale your machine learning predictions - How to automatically scale machine learning predictions with Google Cloud AI Platform Prediction Service.
AI Cloud AutoML Official Blog Dec. 21, 2020Baking recipes made by AI - In this post, we’ll show you how to build an explainable machine learning model that analyzes baking recipes, and we’ll even use it to come up with our own, new recipes—no data science expertise required.
AI BigQuery Dec. 7, 2020Helping AI understand team sports with BigQuery - A walk you through the SQL statements used to preprocess GPS sport data for machine learning.
AI Document AI Nov. 30, 2020Google Doc AI Case Study: Taking AI to Product - Sudheera Vanguri, Head of Product Management for Language & Document AI at Google Cloud! Sudheera shares her journey to become a PM at Google and her process for taking early stage AI and putting it into products at Google Cloud.
AI Nov. 30, 2020Productionizing ML with ML Ops and Cloud AI - Productionizing ML with ML Ops and Cloud AI - Kaz Sato, Google.
AI AI Platform Data Science Nov. 22, 2020Google Cloud AI Platform Unified - Launched on 16 Nov 2020, AI Platform Unified caught us by surprise. Learn exactly what’s been “unified”.
AI Official Blog Nov. 22, 2020Google Cloud AI digitizes StoryCorps archive: largest collection of human voices on planet - Google Cloud AI unlocks StoryCorps archive of 300,000+ interviews.
AI Official Blog Nov. 22, 2020How AI, and specifically BERT, helps the patent industry - How AI helps businesses do better patent analysis.
AI Healthcare Natural Language API Official Blog Nov. 16, 2020Healthcare gets more productive with new industry-specific AI tools - We’re launching in public preview a suite of fully-managed AI tools to help healthcare professionals with the review and analysis of medical documents in a repeatable, scalable way.
AI Dialogflow GCP Experience Nov. 9, 2020Big companies love Google Cloud for building the ultimate chat stack, and why we do, too. - How Botcopy is using Dialogflow.
AI Data Science Machine Learning Nov. 9, 2020Google Cloud AI Platform: Hyper-Accessible AI & Machine Learning - In this first article of the series, we present an over of Google AI Platform, exploring the services available to modern data science.
AI AI Platform GPU Machine Learning Nov. 2, 2020Serving Machine Learning models in Google Cloud - This multi-part blog discusses common options for high-performance ML model inference in Google Cloud, when to use which, and introduces the new member of the AI Platform family: Custom Container Prediction.
AI Document AI Official Blog Oct. 26, 2020Lending DocAI fast tracks the home loan process - Lending DocAI fast tracks the home loan process for borrowers and lenders.
AI Official Blog Oct. 26, 2020How AI uncovers important contract data - How AI uncovers important contract data.
AI Jupyter Notebook Oct. 12, 2020AI Platform Notebooks DELETED instances - How to delete AI Platform Notebooks instances that appear as DELETED.
AI Machine Learning Official Blog TPU Oct. 5, 2020PyTorch / XLA now generally available on Cloud TPUs - PyTorch is now GA on Google Cloud TPUs.
AI Machine Learning Sept. 7, 2020Convert PDFs to Audiobooks with Machine Learning - Use ML to convert PDFs and Images into audiobooks or podcasts.
AI Machine Learning Official Blog Sept. 7, 2020Taking care of business with Responsible AI - Responsible AI takes commitment, but your business will benefit from it.
AI Machine Learning Official Blog Sept. 7, 2020Beginners guide to painless machine learning - Get a deep dive on Google Cloud AI tools that make machine learning painless, and learn tips for building AI-powered apps fast.
AI AI Platform Machine Learning Official Blog Sept. 7, 2020TabNet on AI Platform: High-performance, Explainable Tabular Learning - TabNet combines the best of two worlds: it’s explainable (similar to simpler tree-based models) and high performance (similar to deep neural networks).
AI Official Blog Sept. 7, 2020Conversational AI drives better customer experiences - Conversational AI takes contact centers into a new era of customer service.
AI Cloud AutoML Serverless July 13, 2020AI in practice: Identify defective components with AutoML in GCP - Implementing an AI system using GCP products.
AI Cloud AutoML Official Blog July 13, 2020AutoML Tables: end-to-end workflows on AI Platform Pipelines - New AutoML Tables features: improved Python SDK, support for explanations of online predictions, export models and serve from a container anywhere, and track model search progress and final model hyperparameters in Cloud Logging.
AI Cloud Run Serverless Terraform July 6, 2020Document AI in Google Cloud Platform - Web system for text extraction from scanned documents based on Document AI.
AI Machine Learning Official Blog TPU July 6, 2020Google breaks AI performance records in MLPerf with world's fastest training supercomputer - Google set performance records in six out of the eight MLPerf benchmarks at the latest MLPerf benchmark contest.
AI Machine Learning Official Blog July 3, 2020Google Cloud’s AI Adoption Framework: Helping you build a transformative AI capability - The Google Cloud AI Adoption Framework whitepaper aims to provide a guiding framework for technology leaders who want to leverage the power of AI.
AI Kaggle TensorFlow June 15, 2020Predicting Forest Cover Type with Tensorflow and model deployment in GCP - Using a Kaggle competition to get started with Tensorflow and learn how to deploy the model in GCP.
AI Cloud Functions Cloud Pub/Sub Dialogflow June 15, 2020AI-Driven News ChatBot (TL;DR) On GCP - Creating a Telegram Chatbot on GCP that summarizes news articles.
AI Machine Learning May 25, 2020AI Workshop Experiments - AI Workshop offers customers, partners, researchers, and developers the opportunity to experiment with cutting-edge AI innovations.
AI GCP Experience Official Blog May 11, 2020How Google Cloud helped scaling-out one person's AI service—and his life - How one developer used Google Cloud AI solutions to inexpensively build AI-based photo apps.
AI Dialogflow April 20, 2020How can Chatbots help during global pandemic (COVID-19)? - A list of chatbot applications that can be used in COVID-19 time.
AI AI Platform April 13, 2020AI Platform Optimizer - AI Platform Optimizer is a black-box optimization service that helps you tune hyperparameters in complex machine learning models.
AI Beginner Cloud AutoML Machine Learning Tutorial April 13, 2020Creating, Hosting & Inferencing Machine Learning Model using Google Cloud Platform AutoML - End to end example of using Cloud AutoML.
AI Cloud AutoML Tutorial April 13, 2020Google Cloud Platform Custom Model Upload , REST API Inference and Model Version Monitoring - End to end example of using Cloud AutoML.
AI April 6, 2020Level Up - Automated Subtitles with AI
AI Cloud AutoML Cloud Run Serverless March 28, 2020How to Deploy your AutoML Model in a Cost-effective Way - Training Cloud AutoML Vision model and deploying it on Cloud Run.
AI Docker Google Kubernetes Engine Machine Learning March 28, 2020Building a scalable online product recommender with Keras, Docker, GCP, and GKE - Process description when creating and deploying an online recommendation system on Google Cloud.
AI Machine Learning March 16, 2020Introducing Cloud AI Platform Pipelines - AI Platform Pipelines provides enterprise-ready infrastructure for deploying and running structured ML workflows, and pipeline tools for building, debugging, and sharing pipelines and components.
AI Machine Learning Official Blog TPU March 9, 2020Better scalability with Cloud TPU pods and TensorFlow 2.1 - Cloud TPU Pods are now generally available, and include TensorFlow 2.1 support and other new features.
AI AI Platform Official Blog March 2, 2020Google named a Leader in the Gartner 2020 Magic Quadrant for Cloud AI Developer Services - Gartner recently named Google Cloud as a leader in its Gartner 2020 Magic Quadrant for Cloud AI Developer Services
AI Cloud AutoML Machine Learning Official Blog Dec. 16, 2019Discover insights from text with AutoML Natural Language, now generally available - AutoML Natural Language is generally available and has new features.
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 Cloud Vision API Dialogflow 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 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 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 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 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 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 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 Functions Cloud Natural Language API Data Loss Prevention API Dialogflow 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 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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