Tag: AI

AI Generative AI Machine Learning July 22, 2024

Quizaic — A Generative AI Case Study - Quizaic, a trivia quiz generator app powered by generative AI, showcases the potential and challenges of harnessing this technology. It demonstrates the ease of creating complex features like multilingual support with simple prompt adjustments but highlights the need for careful handling of LLM responses due to potential formatting issues and hallucinations. The article emphasizes the importance of defensive coding, prompt management, and leveraging higher-level libraries like LangChain for easier integration and provider agnosticism. Despite the current limitations of LLMs, such as speed and reliability, the article suggests employing traditional software engineering techniques like batching, parallelization, and caching to mitigate latency. It also stresses the significance of automated testing and creative approaches to assessing the quality and accuracy of LLM outputs.

AI API Cloud Code Official Blog July 15, 2024

Faster API development with the Cloud Code plugin for API management - The Cloud Code plugin for API management simplifies and accelerates API development within the Google Cloud console and commonly used IDEs. Developers can create workspaces, build proxies, and leverage Gemini Code Assist to streamline API delivery.

AI Vertex AI July 15, 2024

RAG API powered by LlamaIndex on Vertex AI - The RAG API powered by LlamaIndex on Vertex AI provides an easy and flexible way to ground LLMs with private data. It offers features like indexing, embedding, retrieval, and generation. Users can upload various file types, including PDFs, DOCX, and PPTX, and customize settings such as chunk size and similarity thresholds.

AI Generative AI Machine Learning Vertex AI Agent Builder July 8, 2024

Generative Agents with Structured Data - Generative AI agents that can converse with employees about domain-specific knowledge are in demand. Vertex Agent Builder simplifies the process of building such agents, but it requires more work when interacting with structured data. To address this, we combined Agent Builder's Search and Generative Agents tools to create a maintainable solution. The result is a Generative Agent that can converse with users in plain English, understand their intent, retrieve relevant information from structured data, and provide answers in a conversational style.

AI Generative AI LLM July 8, 2024

Quizaic — A Generative AI Case Study - Continuing with the series application Quizaic, which uses generative AI to create and play high quality trivia quizzes. This article explores how best to assess the accuracy of our AI-generated quizzes.

AI DevOps Python Speech to Text July 8, 2024

Enhancing Video to Text Transcription with AI: An Asynchronous Solution on Google Cloud Platform - An asynchronous video-to-text transcription solution built with GCP using an event-driven and serverless architecture.

AI Gemini Generative AI July 1, 2024

How to: Build a Chat Web Application with Streamlit, Cloud Run and Gemini Flash - In this post, we’ll explore how to create a basic chat application using Gemini Flash, which is a powerful multimodal AI model from Google.

AI Gemini Official Blog July 1, 2024

Making Vertex AI the most enterprise-ready generative AI platform - Google Cloud's Vertex AI platform offers enterprise-ready generative AI capabilities. It features models like Gemini 1.5 Flash with a 1 million-token context window, providing low latency and cost-effectiveness. Gemini 1.5 Pro boasts a 2 million-token context window, enabling unique multimodal use cases. Imagen 3, Google's latest image generation model, delivers faster generation, improved prompt comprehension, and photo-realistic images. Vertex AI also supports third-party models like Anthropic's Claude 3.5 Sonnet and open models like Gemma 2. Context caching and provisioned throughput ensure efficient and predictable performance.

AI Official Blog Vertex AI Vertex AI Agent Builder July 1, 2024

Google Cloud expands grounding capabilities on Vertex AI - Google Cloud expands grounding capabilities on Vertex AI, making it easier for customers to build more capable AI agents and applications. Grounding with Google Search, now generally available, will soon offer dynamic retrieval, a new capability to help customers balance quality with cost efficiency. Grounding with high-fidelity mode, announced in experimental preview, is a new feature of the grounded generation API that will further reduce hallucinations. Grounding with third-party datasets is coming in Q3 this year, enabling customers to integrate specialized data into their generative AI agents.

AI Generative AI LLM Networking Official Blog June 24, 2024

Exploring Google Cloud networking enhancements for generative AI applications - Google Cloud offers new networking capabilities to optimize traffic for generative AI applications. These capabilities include Cross-Cloud Network for accelerated AI training and inference, Model as a Service Endpoint for secure and reliable access to AI models, custom AI-aware load balancing for minimized inference latency, optimized traffic distribution for AI inference applications, and Service Extensions for enhanced gen AI serving.

AI Confidential Computing Official Blog June 24, 2024

How Confidential Accelerators can boost AI workload security - Google Cloud has announced two new Confidential Computing offerings to protect the privacy and confidentiality of AI/ML workloads: Confidential VMs powered by NVIDIA H100 Tensor Core GPUs with HGX protected PCIe, and Confidential VMs with Intel Advanced Matrix Extensions (Intel AMX) support.

AI Vertex AI June 17, 2024

Quizaic — A Generative AI Case Study - This article discusses the data model, access model, system architecture, and technology choices made for the application, including Flutter for the user interface, Google Cloud Run for hosting, Cloud Firestore for storage, and Vertex AI for quiz and image generation.

AI Billing Data Analytics June 10, 2024

How We Halved Our Data Pipeline Costs Using Applied AI - A digital marketing agency built a data pipeline using Google Cloud Platform to ingest data from various marketing APIs into BigQuery for analysis. To optimize processing costs, they applied a hill climbing algorithm with a logarithmic probability function to each job, finding the optimal chunk size for faster and cheaper processing. This resulted in a 50% reduction in processing costs within a month of deployment.

AI Flutter LLM Machine Learning June 10, 2024

Quizaic — A Generative AI Case Study - Quizaic is a demo application that uses generative AI to create high-quality trivia quizzes and manage the interactive quiz-playing experience. The app is built using Google Cloud Platform, AI, Flutter, Machine Learning, and LLM.

AI Official Blog June 10, 2024

Google is a Leader in The Forrester Wave™: AI Foundation Models for Language, Q2 2024 - Google is recognized as a Leader in The Forrester Wave™: AI Foundation Models for Language, Q2 2024, receiving the highest scores in Current Offering and Strategy categories.

AI Cloud Run Official Blog June 3, 2024

Cloud Run: the fastest way to get your AI applications to production - Cloud Run offers a straightforward way to deliver AI-powered applications to production, allowing developers to focus on their application logic without worrying about the underlying infrastructure or scaling. It provides features like fast prototyping, observability, rapid innovation with concurrent revisions, and connectivity to cloud databases for integrating with enterprise data. Custom domains and multi-regional deployments with a global external load balancer ensure a reliable user experience.

AI Generative AI Official Blog Partners Vertex AI June 3, 2024

Anthropic’s Claude 3 Opus and tool use are generally available on Vertex AI - Anthropic’s Claude 3 Opus, the most capable and intelligent model in the Claude 3 family, is now generally available on Vertex AI. It excels at complex tasks like in-depth analysis, research, and task automation.

AI Machine Learning Vertex AI May 27, 2024

MLOps end-to-end system on Google Cloud Platform (II): Our solution in detail - A detailed review of ML solution, designed from scratch on GCP using Vertex AI.

AI Official Blog Partners May 27, 2024

How partners can augment solution development with gen AI - Google Cloud partners can use generative AI (gen AI) to enhance their DevOps practices and accelerate solution development. The gen AI solution integrates with existing workflows and provides tools for code generation, review, and deployment. Partners can use this solution to streamline software delivery operations, improve code quality, and reduce errors. The reference architecture includes components such as Vertex AI, Cloud Storage, BigQuery, and security and observability services.

AI LLM Official Blog May 20, 2024

To tune or not to tune? A guide to leveraging your data with LLMs

AI Gaming Official Blog May 20, 2024

Game-changing assets: Making concept art with Google Cloud's generative AI - This blog post demonstrates how easy it is for gaming developers to deploy generative AI services on Google Cloud, showcase the available tooling of Model Garden on Vertex AI (including partner integrations like Hugging Face and Civitai), and highlight their potential for scaling game-asset creation.

AI Machine Learning Vertex AI May 13, 2024

MLOps end-to-end system on Google Cloud Platform (I): Empowering Forecasting Solutions - A big picture of MLOps-driven forecasting system, addressing all key points of ML Operations.

AI Cloud Storage Official Blog PyTorch May 6, 2024

Introducing Dataflux Dataset for Cloud Storage to accelerate PyTorch AI training

AI Official Blog May 6, 2024

AI can be the catalyst to reignite your digital transformation

AI Machine Learning Official Blog May 6, 2024

Google is a Leader in the 2024 Gartner® Magic Quadrant™ for Cloud AI Developer Services

AI Gemini Official Blog Workflows May 6, 2024

Long document summarization with Workflows and Gemini models - This blog post illustrates how Workflows can perform long-document summarization.

AI Cloud Storage GCP Experience Official Blog May 6, 2024

Woven by Toyota decreased their AI training times by 20% by using Cloud Storage FUSE

AI BigQuery Machine Learning Official Blog Speech to Text May 6, 2024

Transforming customer feedback: analyzing audio customer reviews with BigQuery ML’s speech-to-text

AI LLM April 29, 2024

LLm infini-attention with linear complexity - Introducing Google’s Infini-attention to increase LLM attention windows and reduce quadratic complexity.

AI Official Blog April 29, 2024

AI will break the stagnation in developer productivity, but only if you do it right - This paper explores how to measure developer productivity and how AI can make a significant impact. It's aimed at team leaders who can create the right environment to maximize the benefits of AI-powered developer tools.

AI Google Cloud Platform Official Blog April 29, 2024

Google Cloud Innovator Juan Guillermo Gómez on transforming AI and the importance of community

AI BigQueryML Machine Learning Official Blog April 29, 2024

Introducing new ML model monitoring capabilities in BigQuery

AI BigQuery Gemini April 22, 2024

Generate Data Insights in No Time using AI - Build an AI app using Langchain to Analyze Data for your company.

AI Google Kubernetes Engine LLM April 22, 2024

GKE Orchestration : Deploy your Gemma LLM - Deploying Gemma - lightweight open model on GKE.

AI GCP Experience Google Kubernetes Engine Official Blog Vertex AI April 22, 2024

Innovating in patent search: How IPRally leverages AI with Google Kubernetes Engine and Ray

AI GCP Certification Official Blog April 22, 2024

Google Cloud offers new AI, cybersecurity, and data analytics training to unlock job opportunities

AI Official Blog Vertex AI April 15, 2024

Introducing new Vertex AI text embedding models

AI Official Blog April 15, 2024

Ushering in a new era for app developers

AI Business Official Blog April 15, 2024

Powering the next generation of AI startups with Google Cloud

AI Cloud Healthcare Cloud Identity Official Blog April 15, 2024

Introducing Isolator: Enabling secure multi-party collaboration with healthcare data

AI Compute Engine Official Blog April 15, 2024

Introducing ML Productivity Goodput: a metric to measure AI system efficiency

AI BigQuery Official Blog April 15, 2024

Introducing multimodal and structured data embedding support in BigQuery

AI Official Blog April 15, 2024

Eating our own dogfood: Building an AI-driven business at Google Cloud Consulting

AI Confidential Computing Official Blog April 15, 2024

Expanded Confidential Computing portfolio and introducing Confidential Accelerators for AI workloads

AI Official Blog April 15, 2024

Performance deep dive of Gemma on Google Cloud

AI Google Kubernetes Engine Official Blog April 15, 2024

Gemma on Google Kubernetes Engine deep dive: New innovations to serve open generative AI models

AI Compute Engine GPU Official Blog April 15, 2024

What’s new with Google Cloud’s AI Hypercomputer architecture

AI GPU Official Blog TPU April 15, 2024

Accelerate AI Inference with Google Cloud TPUs and GPUs

AI Gemini LLM Python April 1, 2024

Crafting Bespoke Output Formats with Gemini API - Propose a method using question phrasing and API calls to craft a bespoke output, enabling seamless integration with user applications.

AI Machine Learning Python April 1, 2024

Secure Together — Federated Learning for Decentralized Security on GCP - Integrating security mechanisms to enhance organization posture with FL.

AI Google Kubernetes Engine Official Blog March 25, 2024

How to secure Ray on Google Kubernetes Engine - Sharing security insights and hardening techniques for training AI/ML workloads on Ray framework.

AI Official Blog Partners Vertex AI March 25, 2024

Anthropic’s Claude 3 Sonnet and Claude 3 Haiku are now generally available on Vertex AI - Claude 3 Sonnet and Claude 3 Haiku are generally available to all customers on Vertex AI.

AI Official Blog March 25, 2024

Google named a Leader in The Forrester Wave: AI Infrastructure Solutions, Q1 2024

AI Google Kubernetes Engine Official Blog March 25, 2024

Advanced scheduling for AI/ML with Ray and Kueue - In this blog dives into how KubeRay and Kueue work together to orchestrate advanced scheduling for Ray applications on GKE.

AI Google Kubernetes Engine GPU Official Blog Partners March 25, 2024

Accelerate your generative AI journey with NVIDIA NeMo framework on GKE - This blog post shows how generative AI models can be adapted to your use cases by demonstrating how to train models on Google Kubernetes Engine (GKE) using NVIDIA accelerated computing and NVIDIA NeMo framework.

AI Google Kubernetes Engine Official Blog March 25, 2024

Why GKE for your Ray AI workloads? Portability, scalability, manageability, cost - This blog post explains the numerous benefits that running Ray on GKE brings to the table — scalability, cost-efficiency, fault tolerance, isolation, and portability, to name a few — and resources on how to get started.

AI Official Blog Vertex AI March 18, 2024

A window into protein folding: Lowering the barriers for AlphaFold Inferencing - Google Cloud introduces AlphaFold Portal, protein modeling for beginners to make Vertex AI AlphaFold Inference Pipeline easier to use.

AI Cloud Healthcare Official Blog March 18, 2024

Healthcare's AI transformation is already underway

AI Google Kubernetes Engine Official Blog March 11, 2024

Running AI on fully managed GKE, now with new compute options, pricing and resource reservations

AI LLM Official Blog March 11, 2024

Domain-specific AI apps: A three-step design pattern for specializing LLMs - This article embarks on a journey through the key advantages of domain-specific LLMs.

AI AlloyDB Cloud Spanner Cloud SQL Data Analytics Machine Learning Official Blog March 4, 2024

Google Cloud databases stand ready to power your gen AI apps with new capabilities - Recent AI improvements for GCP databases.

AI Gemini Machine Learning Feb. 26, 2024

Leveraging Gemini for PII Detection in BigQuery: An Experiment - Step-by-step sample code on an experiment using Google Gemini Pro 1.0.

AI Official Blog Vertex AI Feb. 26, 2024

Gemma is now available on Google Cloud - Google Cloud customers can get started today customizing and building with Gemma models in Vertex AI and running them on Google Kubernetes Engine.

AI Data Science LLM Machine Learning Feb. 19, 2024

BigQuery Data Analyses With Gemini LLM - The Gemini-Pro LLM model is now available in BigQuery ML. Here’s how to use it.

AI Machine Learning Official Blog Partners Feb. 19, 2024

Power self-serve analytics and generative AI with Sparkflows and Google Cloud - Sparkflows is a Google Cloud partner that provides a powerful platform packed with self-service analytics, ML and gen AI capabilities for building data products.

AI LLM Machine Learning Official Blog Feb. 19, 2024

Your RAGs powered by Google Search technology, part 2 - A deeper look at the critical technologies that are essential for building a successful RAG system to help ground large language models (LLM) when building applications.

AI BigQuery Feb. 11, 2024

Analyzing customer feedback at scale — from Google Sheets to BigQuery! - This post walks you through analyzing sentiment at scale without writing a single line of code.

AI Cloud Natural Language API Machine Learning Official Blog Feb. 11, 2024

Medical Text Processing on Google Cloud

AI Cloud Filestore Official Blog Feb. 5, 2024

GKE plus Filestore - Improve training times for AI/ML workloads by up to 37% - This blog post focuses on the important role that Filestore can play in training AI/ML workloads.

AI BigQuery LLM Machine Learning Official Blog Jan. 22, 2024

Integrating BigQuery data into your LangChain application - See how to integrate your BigQuery data into LLM solutions.

AI Machine Learning Vertex AI Jan. 22, 2024

Enterprise MLOps with Google Cloud Vertex AI (part 1) - This article is the first in a series where we will demonstrate how to establish a comprehensive MLOps framework on Google Cloud.

AI GCP Certification Machine Learning Jan. 15, 2024

GCP Professional Machine Learning Engineering Certification- Latest Tips and Tricks - Sharing tips and tricks to pass the Professional Machine Learning Engineering Certification exam.

AI Duet AI Jan. 8, 2024

Unleashing data insights with Google’s Duet AI, zero code required - In this blog, we’ll walk through the process of leveraging a few different versions of Duet AI in order to help us gain novel insights from a large dataset without writing any code.

AI BigQuery Vertex AI Jan. 1, 2024

Tackling BigQuery Resource Issues in Vertex AI Batch Predictions - Dealing with BigQuery errors in Vertex AI Batch predictions.

AI Vertex AI Jan. 1, 2024

VertexAI , How to make an AI-Assistant? - Creating a AI-Assistant.

AI Google Kubernetes Engine Kubernetes Machine Learning Dec. 25, 2023

Democratizing AI: How GKE Makes Machine Learning Accessible - A curated list of many of the new features that were released on GKE especially useful for Machine Learning, Artificial Intelligence, and Large Language Models.

AI Cloud Healthcare Machine Learning Official Blog Dec. 18, 2023

MedLM: generative AI fine-tuned for the healthcare industry - MedLM — a family of foundation models fine-tuned for healthcare industry use cases.

AI GCP Experience Machine Learning Official Blog Dec. 18, 2023

AI-driven growth: AppLovin's journey amplified by Google Cloud - AppLovin journey with Google Cloud.

AI Duet AI Machine Learning Official Blog Dec. 18, 2023

Have the AI build your app for you! - Let Duet AI help you by speeding up the process of developing and deploying sample apps.

AI Official Blog Dec. 11, 2023

Dynamic Workload Scheduler: Optimizing resource access and economics for AI/ML workloads - Dynamic Workload Scheduler is a resource management and job scheduling platform designed for AI Hypercomputer.

AI Google Kubernetes Engine Machine Learning Official Blog TPU Dec. 3, 2023

Powering cost-efficient AI inference at scale with Cloud TPU v5e on GKE - With Cloud TPUs on Google Kubernetes Engine (GKE), the leading Kubernetes service in the industry, customers can orchestrate AI workloads efficiently and cost effectively with best-in-class training and inference capabilities.

AI Cloud Run Official Blog Vertex AI Dec. 3, 2023

Gen AI apps: Deploy LangChain on Cloud Run with LangServe - This blog post shows how to get started with LangServe and deploy a template to Cloud Run that calls the VertexAI PaLM 2 for chat model.

AI Generative AI Machine Learning Official Blog Dec. 3, 2023

How generative AI is transforming the customer service experience

AI Cloud SQL Nov. 27, 2023

SQL queries + pgvector: Retrieval Augmented Generation for PostgreSQL - Using pgvector in PostgreSQL for embeddings.

AI Generative AI Machine Learning Official Blog Nov. 20, 2023

Top five ways generative AI can drive value in capital markets

AI Official Blog Security Nov. 13, 2023

Google Cloud’s approach to trust and transparency in AI

AI Official Blog TPU Nov. 13, 2023

Google Cloud demonstrates the world’s largest distributed training job for large language models across 50000+ TPU v5e chips

AI Machine Learning Official Blog TPU Nov. 13, 2023

Introducing Accurate Quantized Training (AQT) for accelerated ML training on TPU v5e - Introduction of the open-source Accurate Quantization Training (AQT) library that provides the software support needed for easy tensor operation quantization in JAX.

AI Machine Learning Official Blog Speech to Text Nov. 13, 2023

Using FFmpeg with Google Cloud Speech-to-Text - Using FFmpeg library to decode audio file to correct format for Speech-to-Text processing.

AI HPC Machine Learning Official Blog Nov. 13, 2023

Running AI and ML workloads with the Cloud HPC Toolkit - Google Cloud HPC Toolkit is a set of open-source tools and resources that help you create repeatable, turnkey HPC environments for your HPC, AI and machine learning workloads; you can quickly and easily use an existing blueprint, or create your own in a simple YAML file, to get a cluster up and running in minutes.

AI BigQuery Data Analytics Official Blog Nov. 6, 2023

Data analytics in the age of AI: How we’ve enhanced our data platforms this year - In this blog, we will summarize the key innovations to our Data and AI Cloud in 2023 across three strategic areas.

AI Cloud Spanner Official Blog Vertex AI Nov. 6, 2023

SQL-only ML Predictions in Spanner with Vertex AI Integration - In this blog, we will explore the steps to perform ML predictions from Spanner using a model deployed in Vertex AI. This is possible by registering the ML model in Spanner that has already been deployed to a Vertex AI endpoint.

AI Machine Learning Official Blog Nov. 6, 2023

Key considerations for evaluating AI-powered tools for enterprise developers

AI Machine Learning Official Blog Oct. 23, 2023

Getting started with Feast on Google Cloud - This post is the second in a short series of blog posts about Feast on Google Cloud. In this post, we’ll provide an introductory tutorial for building an ecommerce reranking model for product recommendations using Feast on Google Cloud.

AI Machine Learning Official Blog TPU Oct. 23, 2023

InstaDeep’s scalable reinforcement learning on Cloud TPU - n this article, we dive into the scaling capabilities of Cloud TPUs and their transformative impact on Reinforcement Learning workloads for both research and industry.

AI Machine Learning Official Blog Partners Oct. 23, 2023

Vertex AI adds Mistral AI model for powerful and flexible AI solutions - Mistral AI is teaming up with Google Cloud to natively integrate their cutting-edge AI model within Vertex AI.

AI AI Platform Notebooks Vertex AI Oct. 16, 2023

From localhost to shareable Vertex AI Notebook demo - This post explains how to share the Vertex AI Notebooks.

AI Official Blog Security Oct. 16, 2023

Get a head start on 2024 with AI and more at Google Cloud Security Talks - At our Security Talks on Oct. 25, Google Cloud will bring experts together to share insights, best practices, and ways to help increase resilience against modern risks and threats.

AI Generative AI Official Blog Oct. 16, 2023

Formula E chooses generative AI to inform drivers and engage fans - Formula E combined race and car telemetry data with gen AI to provide a conversational interface for drivers and fans to ask wide-ranging questions.

AI BigQuery Cloud Functions Machine Learning Oct. 9, 2023

Data to AI with Programmable Cloud! - Example of using Python Cloud Function to predict the success score of a movie based on 2 attributes: it’s GENRE and RUNTIME.

AI Official Blog Partners Oct. 9, 2023

Built with Google AI: Achieve better observability for ML models with Fiddler AI - Achieve greater AI observability and increased governance of responsible AI for your ML models with Google Cloud and Fiddler AI.

AI Generative AI Official Blog Oct. 9, 2023

The generative AI revolution in the games industry: A path to boundless creativity - Google Cloud insights into generative AI and gaming.

AI BigQuery Duet AI Sept. 25, 2023

Your AI Companion in the Google Cloud - Duet AI boosts your BigQuery SQL queries.

AI Looker Machine Learning Official Blog Sept. 25, 2023

Bring AI to Looker with the Machine Learning Accelerator

AI GCP Certification Generative AI Official Blog Sept. 18, 2023

Generative AI on Google Cloud: New training content, from introductory to advanced - New generative AI training options are available for both a non-technical audience (introductory)and for more advanced technical practitioners.

AI GCP Experience Official Blog Partners Sept. 11, 2023

Built with Google Cloud AI: How AI can improve data quality and observability for startups and enterprises - How AI can improve data quality and observability for startups and enterprises.

AI Cloud Natural Language API Official Blog Sept. 11, 2023

Improving Trust in AI and Online Communities with PaLM-based Moderation - How Google Cloud’s Text Moderation service, powered by the Cloud Natural Language API, can protect brands.

AI Official Blog TPU Sept. 4, 2023

How to scale AI training to up to tens of thousands of Cloud TPU chips with Multislice - Learn how new Cloud TPU Multislice functionality can enable 2x higher scale than alternate accelerators, with 2x higher performance/dollar and near-linear scaling out-of-the-box.

AI BigQuery Data Analytics Official Blog Sept. 4, 2023

Harnessing the power of PaLM in BigQuery - By integrating Vertex AI foundation models in BigQuery, you can analyze unstructured data from right inside BigQuery.

AI Cloud Storage Official Blog Storage Aug. 28, 2023

Unleash your AI workloads with Google Cloud’s latest storage solutions - Google Cloud’s new storage solutions include the Parallelstore parallel file system, Cloud Storage FUSE, and Google Cloud NetApp Volumes.

AI Machine Learning Official Blog Aug. 28, 2023

What is Multimodal Search: "LLMs with vision" change businesses - Adding vision capabilities to LLMs.

AI Dialogflow NodeJS Aug. 21, 2023

GenAI based Chatbot using Google Chat, Dialogflow, GPT and Google Cloud Platform - Creating a Google Chatbot that recommends a recipe based on a list of ingredients.

AI GCP Experience Official Blog Aug. 21, 2023

Implementing MLOps tools and processes for supply chain science at Wayfair - Wayfair migrated to Kubeflow-based Vertex AI Pipelines for orchestration while leveraging the internal tooling it built on top of Vertex AI.

AI Python Aug. 21, 2023

How to Use Google’s PaLM 2 API with Python - Customize and integrate Google’s LLM in your application.

AI GCP Experience Aug. 14, 2023

Hear from One AI, a fast-growing seed-stage startup on what to consider when selecting a cloud provider - At the 2023 Google Cloud Startup Summit, One AI and MongoDB discussed key insights startups should consider when integrating AI into their products.

AI Official Blog Aug. 14, 2023

4 key learnings to kickstart your startup's generative AI journey - Learn about the latest AI technologies on Google Cloud during our ‘Generative AI for Startups’ webinar on-demand.

AI Official Blog Vertex AI Aug. 7, 2023

How to build and execute AI use cases at the edge - Google Distributed Cloud enables customers to run AI and other modern workloads in the edge locations and data centers.

AI Business Official Blog July 31, 2023

A new accelerator for AI-first startups in Europe and Israel - AI-first startups in Europe and Israel should apply before July 30 for the new Google for Startups Accelerator: AI First program to receive mentorship and credits.

AI NoSQL Official Blog July 31, 2023

Build intelligent applications with Neo4j Knowledge Graphs and Google Cloud generative AI - Augment generative AI with Knowledge Graphs for more precise generation of content and recommendations.

AI GCP Experience Official Blog SAP July 31, 2023

Faster retailer success with Google Cloud Shelf Checking AI and Cortex Framework with SAP - Integration between Google Cloud’s Shelf Checking API and SAP ERP systems gives retailers new tools to reduce shelf-outs and stock-outs.

AI Google Kubernetes Engine GPU Machine Learning Official Blog July 17, 2023

Improve training time of distributed machine learning with NCCL Fast Socket - NCCL Fast Socket uses a number of techniques to achieve better and more consistent NCCL performance.

AI Official Blog Vertex AI July 10, 2023

Formulating a more effective way to identify vehicle damage with Explainable AI - KBTG Labs improves the automobile insurance claims validation and settlement process using Vertex AI, AutoML, and Explainable AI to detect vehicle damages.

AI Cloud Run Vertex AI July 10, 2023

Running Large Language Models on Google Cloud Platform via Cloud Run, VertexAI and PubSub - LLMOps on GCP - Running LLMs on Google Cloud.

AI Data Science GCP Experience July 3, 2023

Unveiling the first generation data architecture of a newspaper - This article describes how NZZ, Switzerland’s German-speaking newspaper of record, developed and improved its first data cloud architecture powering various data products. Use-case driven, iteratively, and modular.

AI Cloud SQL Official Blog July 3, 2023

Announcing vector support in PostgreSQL services to power AI-enabled applications - Use AlloyDB and Cloud SQL to store and index vector embeddings generated by large language models (LLMs), via the pgvector PostgreSQL extension.

AI Official Blog July 3, 2023

Building AI-powered apps on Google Cloud databases using pgvector, LLMs and LangChain - Learn how to add generative AI features to your applications with just a few lines of code using pgvector, LangChain and LLMs on Google Cloud.

AI Official Blog July 3, 2023

The rise of GenEng: How AI changes the developer role - This post highlights how the bulk of the innovation in applying Generative AI to solve business problems will be driven by application developers.

AI Machine Learning TensorFlow Vertex AI June 26, 2023

What you can expect from Vertex TensorBoard - How Google integrates TensorBoard into its Vertex exosystem, where it differs from its open source sibling and how you make the most of it.

AI Machine Learning Recommendations AI June 26, 2023

Provide a Personalized Experience to Your Customers Using Google Cloud Recommendation AI - Implement a highly advanced recommender system using Google Cloud Recommendation AI.

AI Vertex AI June 26, 2023

Sentiment analysis with generative AI: a data-driven PaLM 2 prompt evaluation - A simple overview of how to evaluate the quality of a sentiment analysis prompt.

AI Business Official Blog June 19, 2023

AI in financial services: Applying model risk management guidance in a new world - AI in financial services: Applying model risk management guidance in a new world.

AI Business Official Blog June 19, 2023

Generative AI: The next phase of cloud transformation for communications service providers - Generative AI has the potential, alongside other forms of AI, to accelerate the transformation already underway in the telecommunications industry.

AI Machine Learning June 19, 2023

Generative AI Learning Path Notes — Part 2 - Notes from Generative AI Learning course.

AI Data Science Terraform June 12, 2023

Deploying Google Cloud Dataproc with Terraform — what, why and how - A brief overview of Dataproc and how it can be deployed with Terraform.

AI Document AI Official Blog June 12, 2023

Document AI: Understanding invoices to passports and beyond - Use cloud AI tools to extract key data points from receipts, passports, and all manner of documents.

AI Machine Learning Official Blog June 12, 2023

Helping businesses with generative AI - Explore how Google Cloud is helping organizations innovate with generative AI.

AI Data Analytics Official Blog June 12, 2023

Predict, personalize, and wow your customers with better analytics and AI - Learn how analytics and AI can provide a true 360 view of the customer and help create better financial services experiences.

AI BigQueryML Data Analytics Machine Learning Official Blog June 5, 2023

How to simplify unstructured data analytics using BigQuery ML and Vertex AI - How BigQuery’s ML inference engine can be used to run inferences against unstructured data in BigQuery using Vertex AI pre-trained models.

AI Official Blog May 29, 2023

Google is named a Leader in the 2023 Gartner® Magic Quadrant™ for Cloud AI Developer Services report - Gartner names Google a Leader in the 2023 Gartner® Magic Quadrant™ for Cloud AI Developer Services report.

AI Official Blog Vertex AI May 29, 2023

Vertex AI Embeddings for Text: Grounding LLMs made easy - Embeddings for text, vector search, large language models and integration methods for your internal apps.

AI GCP Experience Machine Learning Official Blog May 22, 2023

How Glance is collaborating with Google to build a next-level Gaming Recommendation engine - Technical deep dive to develop gaming recommendation systems at scale. Read how Google Cloud and Glance Gaming build a scalable recommendation system.

AI Official Blog May 22, 2023

Introducing Duet AI for developers: The next frontier in AI-powered developer productivity - Explore how Google Cloud’s Duet AI can make developers more productive.

AI Official Blog May 15, 2023

At Google I/O, generative AI gets to work

AI Official Blog Vertex AI May 15, 2023

Google Cloud advances generative AI at I/O: new foundation models, embeddings, and tuning tools in Vertex AI

AI DevOps Official Blog SRE May 15, 2023

Introducing Duet AI for Google Cloud – an AI-powered collaborator

AI Cloud Dataflow IoT May 1, 2023

How to balance cost vs performance on Google Cloud - Optimizing project that works wit the real time data.

AI Business Official Blog May 1, 2023

Google Cloud Startup Summit introduces benefits for AI startups - Google Cloud launches new benefits for AI startups to give them the technology, community and resources they need to build and grow their startup faster, smarter, and cheaper.

AI Official Blog Security May 1, 2023

Supercharging security with generative AI - At the RSA Conference, we are excited to announce Google Cloud Security AI Workbench, an industry-first extensible platform powered by the specialized LLM Sec-PaLM.

AI Official Blog Security May 1, 2023

Introducing AI-powered insights in Threat Intelligence - Google Cloud and Mandiant plan to use LLMs to transform threat intelligence and how it is operationalized. Here’s why.

AI Machine Learning PyTorch Vertex AI May 1, 2023

Batch/Online Predictions with Pytorch Hugging Face Models on Google Cloud - Build your personalized container that adapts to your needs.

AI Official Blog TensorFlow Vertex AI April 24, 2023

Scaling deep retrieval with TensorFlow Recommenders and Vertex AI Matching Engine - In this blog, we demonstrate how to build a playlist recommendation system by implementing an end-to-end candidate retrieval workflow from scratch with Vertex AI.

AI Official Blog TPU April 10, 2023

Google’s Cloud TPU v4 provides exaFLOPS-scale ML with industry-leading efficiency - A new paper describes how Google’s Cloud TPU v4 outperforms TPU v3 by 2.1x on a per-chip basis, and improves performance/Watt by 2.7x.

AI Official Blog Vertex AI April 3, 2023

Your guide to Generative AI support in Vertex AI - Organizations can build with the generative AI models they need with Vertex AI’s Model Garden and fine-tune models with Generative AI Studio.

AI Gen App Builder Official Blog April 3, 2023

Build new generative AI powered search & conversational experiences with Gen App Builder - Google Cloud’s Generative AI App Builder brings the power of generative AI to developers, businesses, and governments.

AI GPU Official Blog April 3, 2023

Google Cloud and NVIDIA bring next-generation AI infrastructure and software for large scale models and generative AI applications to enterprises - NVIDIA and Google Cloud help companies accelerate generative AI and other modern AI workloads.

AI Data Analytics Machine Learning Official Blog April 3, 2023

Solving for the next era of innovation and efficiency with data and AI - Announcing new products to help optimize price-performance, embrace open ecosystems, securely set data standards, and add AI and ML to existing data.

AI Official Blog TensorFlow April 3, 2023

How do I speed up my Tensorflow Transformer models? - Speeding up model inference for transformer models with optimized Tensorflow runtime and Vertex AI.

AI Official Blog Security March 27, 2023

How AI can improve digital security - AI can have a major impact for good, but it needs to be deployed intelligently and responsibly. Here’s how Google is approaching AI and security.

AI Official Blog Vertex AI March 20, 2023

Google Cloud brings generative AI to developers, businesses, and governments - Google Cloud announces Generative AI support in Vertex AI and Generative AI App Builder, helping businesses and governments build gen apps.

AI Machine Learning Official Blog March 20, 2023

Building the most open and innovative AI ecosystem

AI GCP Experience Official Blog March 20, 2023

How Osmo is digitizing smell with Google Cloud AI technology - Osmo is cataloging the vast world of scents with Google Cloud AI, unlocking new use cases ranging from next-generation perfumes to disease mitigation.

AI Machine Learning Official Blog Feb. 27, 2023

Orange: Three unexpected lessons about AI in business - Orange has worked with Google Cloud to deploy its data in new and effective ways, using real AI on concrete business challenges.

AI Machine Learning Vertex AI Jan. 30, 2023

Google Vertex AI Batch Predictions - Batch predictions allow you to predict large amounts of data in parallel.

AI Cloud Logging Machine Learning Vertex AI Jan. 30, 2023

Add Cloud Logging to your Vertex AI Batch Prediction Jobs - A simple way to circumwent the limited debugging and logging capabilities.

AI Document AI Official Blog Dec. 26, 2022

Document AI adds three new capabilities to its OCR engine - Announcing three new features for Document AI OCR, including intelligent document quality metrics, digital PDF support, and OCR model versioning.

AI Machine Learning Official Blog Vertex AI Dec. 19, 2022

Using Vertex AI to build an industry leading Peer Group Benchmarking solution - Leveraging the latest technologies in artificial intelligence, Vertex AI is being used to build an industry leading Peer Group Benchmarking solution.

AI GCP Experience Machine Learning Official Blog TPU Dec. 5, 2022

How InstaDeep used Cloud TPU v4 to help sustainable agriculture - Google Cloud and InstaDeep discuss how Cloud TPU v4 help train a large genomics model. This model will help predict crop characteristics and thereby help sustainable agriculture.

AI Machine Learning Vertex AI Nov. 27, 2022

How to use previously created artifacts with Vertex AI Pipelines - Using already created artifacts in Vertex AI Pipelines.

AI Machine Learning Vertex AI Nov. 21, 2022

ML Experiment Tracking with Vertex AI - Experimenting with machine learning models can get messy.

AI Official Blog TensorFlow Nov. 21, 2022

Automating self-service tech support with Tensorflow - Speed up access to self-service tech support content with AI that can better parse and surface the right articles for the right queries.

AI Machine Learning Official Blog Nov. 21, 2022

Using AI to increase asset utilization and production uptime for manufacturers - How to use the cloud and AI to increase asset utilization and production uptime in manufacturing.

AI BigQuery Machine Learning Nov. 7, 2022

Doing AI with SQL Syntax?! (Bigquery) - A simple demo explaining how to do Machine Learning in BigQuery.

AI Machine Learning Official Blog Vertex AI Oct. 31, 2022

Improved TabNet on Vertex AI: High-performance, scalable Tabular Deep Learning - TabNet in Vertex AI provides a convenient way for superior accuracy and explainability on your tabular data tasks.

AI Cloud Speech API Official Blog Oct. 24, 2022

Run Google Cloud Speech AI locally, no internet connection required - Google Cloud Speech On-Device delivers server quality voice experiences even without a network connection.

AI Data Analytics Official Blog Oct. 17, 2022

New AI agents can drive business results faster: Translation Hub, Document AI, and Contact Center AI - Google Cloud announces new AI agents — Translation Hub, Document AI Workbench and Document AI Warehouse — and continues to update Contact Center AI.

AI Machine Learning Official Blog Oct. 17, 2022

Open source collaborations and key partnerships to help accelerate AI innovation - Google Cloud accelerates AI and ML innovation with open source initiatives and new partnerships.

AI Data Analytics Machine Learning Official Blog Oct. 17, 2022

Google Cloud Next: top AI and ML sessions - Join us at Google Cloud Next ‘22 for our latest AI and ML announcements and insights.

AI Compute Engine HPC Networking Official Blog TPU Oct. 17, 2022

Google Cloud infrastructure enhancements tailored for your workloads

AI Machine Learning Official Blog Oct. 10, 2022

How our commitment to open source unlocks AI and ML innovation - From TensorFlow, JAX, and TFX to MLIR, KubeFlow, and Kubernetes, Google OSS contributions help accelerate machine learning.

AI Machine Learning Official Blog Vertex AI Sept. 26, 2022

Enabling real-time AI with Streaming Ingestion in Vertex AI - Starting this month, Vertex AI Matching Engine and Feature Store will support real-time Streaming Ingestion as Preview features.

AI Machine Learning Official Blog Sept. 19, 2022

Cloud Wisdom Weekly: 4 ways AI/ML boosts innovation and reduces costs - Whether ML models into production or injecting AI into operations, tech companies and startups want to do more with AI— and these tips can help.

AI Cloud Functions Python Sept. 12, 2022

Run Stable Diffusion in a GCP Cloud Function — a step-by-step guide. - Generating Stable Diffusion Images via Cloud Function.

AI Machine Learning Vertex AI Aug. 22, 2022

Serving Machine Learning models with Google Vertex AI - Deploying and serving any kind of machine learning model at any scale.

AI Machine Learning Official Blog Aug. 15, 2022

Google Cloud and Apollo24|7: Building Clinical Decision Support System (CDSS) together - Discover the Google Cloud AI technologies supporting Apollo 24|7’s CDSS solution.

AI GCP Experience Machine Learning Official Blog TPU Aug. 1, 2022

How Cohere is accelerating language model training with Google Cloud TPUs - Google Cloud and Cohere discuss how Cohere’s new framework deployed on Cloud TPU v4 Pods helps accelerate large language model training.

AI Machine Learning Official Blog July 18, 2022

Making AI more accessible for every business - How Google Cloud creates artificial intelligence and machine learning services for all kinds of businesses and levels of technical expertise.

AI Machine Learning Official Blog TPU July 4, 2022

Cloud TPU v4 records fastest training times on five MLPerf 2.0 benchmarks - Cloud TPU v4 ML supercomputers set performance records on five MLPerf 2.0 benchmarks.

AI Machine Learning Official Blog June 27, 2022

Accelerating AI/ML adoption in the public sector: Three ways to get started - Government agencies faces challenges in adopting AI and specifically moving to Production. This blog highlights some of the challenges and suggestions as to how Google Cloud can help.

AI Cloud Dataflow Machine Learning Official Blog June 20, 2022

Measuring climate and land changes with AI - In this People & Planet AI episode, we celebrate the amazing launch of a geospatial project called Dynamic World, which maps the entire planet into different categories to track changes in ecosystems with precision. We then explore how to build an AI model like Dynamic World using Cloud.

AI Machine Learning Official Blog June 13, 2022

EvoJAX: Bringing the Power of Neuroevolution to Solve Your Problems - DL methods can solve "well-behaved" problems well, but many real-world problems are not well-behaved and non-differentiable. Neuroevolution is an alternative technology to solve these, and the recent breakthrough of EvoJAX makes it much wider applicable to those unexplored scientific and business problems with TPU/GPUs.

AI Machine Learning Official Blog June 13, 2022

Getting started with ML: 25+ resources recommended by role and task - Whether you are a Data Analyst, Data Scientist, ML Engineer or Software Engineer, here are specific resources to help you get started with Vertex AI.

AI Machine Learning Official Blog Vertex AI June 13, 2022

Building AI in the cloud: An easier way with Google Cloud and NVIDIA - The One Click Deploy feature on the NVIDIA NGC catalog lets data scientists deploy directly to Google Cloud’s Vertex AI Workbench.

AI Machine Learning Official Blog May 30, 2022

Training Deep Learning-based recommender models of 100 trillion parameters over Google Cloud - Training a recommender model of 100 trillions parameters on Google Cloud, using GKE to orchestrate C2 VMs, M2 VMs and A100 GPUs.

AI Google Cloud Platform Official Blog May 30, 2022

Google is named a Leader in the 2022 Gartner® Magic Quadrant™for Cloud AI Developer Services report - Google is named a Leader in the 2022 Gartner® Magic Quadrant™for Cloud AI Developer Services report.

AI Event Machine Learning Official Blog May 16, 2022

Sharpen your machine learning skills at Google Cloud Applied ML Summit - Improve your machine learning skills and learn from leading experts at Google Cloud Applied ML Summit, coming June 9, 2022.

AI Machine Learning Official Blog March 7, 2022

Event Monitoring with explanations on the Google Cloud - New production ML solution to monitor events in IT and industrial operations and explain their symptoms; such as IT infra, IoT, Clouds, applications.

AI Machine Learning Official Blog PyTorch Feb. 28, 2022

PyTorch on Google Cloud: Blog series recap - This blog post has a list of all the posts published as part of PyTorch on Google Cloud blog series.

AI Machine Learning Official Blog Feb. 7, 2022

Looking to build a recommendation system on Google Cloud? Leverage the following guidelines to identify the right solution for you (Part I) - The goal of this first post in the blog series is to introduce the different paths to recommendation systems on GCP and establish better criteria for when to use which solution.

AI BigQuery Machine Learning Official Blog Jan. 24, 2022

BigQuery Explainable AI now in GA to help you interpret your machine learning models - BigQuery Explainable AI allows you to interpret your ML models.

AI Machine Learning Official Blog Dec. 27, 2021

Google Cloud’s top AI blog posts from 2021 - Google Cloud’s top artificial intelligence and machine learning posts from 2021.

AI Machine Learning Official Blog Dec. 20, 2021

Find anything blazingly fast with Google's vector search technology - How do YouTube, Google Search, and Google Play instantly find what you want in the vast sea of web content? Try the demo and find out. Hint: it’s vector search.

AI GCP Certification Machine Learning Official Blog Dec. 13, 2021

AI for all humans: A course to delight and inspire! - Making Friends with Machine Learning is a Google course specially created to inspire beginners and amuse experts. Today, it is available to everyone!

AI Machine Learning Official Blog Vertex AI Dec. 6, 2021

Vertex AI NAS: higher accuracy and lower latency for complex ML models - How Google Cloud’s Vertex AI Neural Architecture Search (NAS) accelerates time-to-value for sophisticated ML workloads.

AI GCP Experience Official Blog Dec. 6, 2021

Learn how Notified accelerated discovery and classification of journalists at scale with Google Cloud AI - Learn how Notified accelerated adoption of AI at scale to extract journalist insights using Google Cloud Natural Language AI.

AI Dialogflow Nov. 29, 2021

Using Dialogflow CX composite entities to work around system entities limitations - Dialogflow CX provides many system entities to extract common types from end-user expressions. This post describes how system entities can be combined into custom composite entities to overcome limitations for some languages.

AI Official Blog Nov. 22, 2021

Sowing the seeds of ethical AI: 4 tasks to stay on track - Business leaders are eager to reap the benefits of AI, but pausing to ensure your AI models are delivering fair results will ensure long term success.

AI Official Blog Oct. 25, 2021

ICYMI - Top AI Announcements and Sessions from Google Cloud Next ‘21 - Making AI more accessible, more focused on business outcomes, and fast-tracking the time-to-value for customers.

AI Event Machine Learning Oct. 25, 2021

ML Summit 21 - Virtual Machine Learning Summit on October 27, 2021 - latest Google Machine Learning and Artificial Intelligence technologies with specific emphasis on ML Fairness.

AI Document AI Official Blog Oct. 18, 2021

Google Cloud expands CCAI and DocAI solutions to accelerate time to value - Google Cloud deepens customer understanding with Contact Center AI Insights and transforms contract management with Contract DocAI.

AI GCP Experience Official Blog Oct. 4, 2021

People and planet AI: How to build a Time Series Model to classify fishing activities in the sea - In this episode of People & Planet AI, we share how to build a time series classification app that includes latitude and longitudinal fishing data, in order to enable fair and sustainable use of our oceans.

AI Machine Learning Monitoring Official Blog Vertex AI Oct. 4, 2021

Monitoring feature attributions: How Google saved one of the largest ML services in trouble - Feature Attributions and Explainable AI can be sometimes a critical factor of MLOps. Learn how Google saved one of its largest ML services in trouble with the methodology.

AI Official Blog PyTorch Vertex AI Sept. 20, 2021

PyTorch on Google Cloud: How to deploy PyTorch models on Vertex AI - In this blog post, we show how you can deploy PyTorch models on Google Cloud Vertex AI with the Vertex Prediction service to serve predictions from the trained model artifacts.

AI GCP Experience Machine Learning Official Blog Sept. 20, 2021

Chefkoch whips up handwritten recipes in the cloud with text detector - Chefkoch uses Google Cloud ‘s ML capabilities to parse and digitize handwritten recipes.

AI Machine Learning Vertex AI Sept. 13, 2021

7 tips for trouble-free ML model training - This post covers seven common causes of ML model training failures, along with time-saving tips on how to avoid them and how to fix them.

AI Machine Learning Official Blog Vertex AI Aug. 23, 2021

Build a reinforcement learning recommendation application using Vertex AI - In this article, we’ll demonstrate an RL-based movie recommender system, including a MLOps pipeline, built with Vertex AI and TF-Agents.

AI Official Blog Aug. 23, 2021

Scalable tech support via AI-augmented chat - As Googlers transitioned to working from home during the pandemic, more and more turned to chat-based support to help them fix technical problems. Google's IT support team looked at many options to help meet the increased demand for tech support quickly and efficiently.

AI Official Blog Aug. 23, 2021

New study available: Modernize with AIOps to maximize your impact - In this commissioned study, Forrester Consulting explores how organizations are using AI Ops in their cloud environments.

AI Machine Learning Official Blog Vertex AI Aug. 16, 2021

Fuel your custom models with Vertex AI - Learn how to use Vertex AI - Google Cloud's newly announced managed ML platform - to build end-to-end ML workflows. You'll learn how to go from raw data to deployed model, and will leave this workshop ready to develop and productionize your own ML projects with Vertex AI.

AI Machine Learning Official Blog Vertex AI Aug. 16, 2021

Let’s get it started! Triggering ML pipeline runs - Learn two approaches to automate your Vertex Pipeline runs using Cloud Scheduler and Cloud Functions.

AI Machine Learning Official Blog Vertex AI Aug. 9, 2021

Distributed training and Hyperparameter tuning with TensorFlow on Vertex AI - Learn how to configure and launch a distributed hyperparameter tuning job with Vertex Training using bayesian optimization.

AI Official Blog Python Aug. 9, 2021

Image search with natural language queries - This post shows how to build an image search utility using natural language queries. Our aim is to use different GCP services to demonstrate this.

AI Machine Learning Official Blog TPU July 26, 2021

Scaling deep learning workloads with PyTorch / XLA and Cloud TPU VM - This article addresses challenges associated with scaling deep learning workloads to distributed training jobs that use remote storage. We demonstrate how to stream training data from Cloud Storage to PyTorch / XLA models running on Cloud TPU Pods.

AI BigQuery Machine Learning July 12, 2021

Unsupervised Anomaly Detection using BigQuery ML - Three unsupervised Machine learning models provided by BigQuery ML to predict anomalies in both time series and non-time series data.

AI Machine Learning Official Blog July 5, 2021

Choosing the right machine learning approach for your application - Choosing the right machine learning model for your application.

AI Machine Learning Official Blog TPU July 5, 2021

Google demonstrates leading performance in latest MLPerf Benchmarks - TPU v4 Pods will soon be available on Google Cloud, providing the most powerful publicly available computing platform for machine learning training.

AI BigQuery Cloud AutoML June 14, 2021

Testing the different AutoML options in GCP - Experience in using different AutoML alternatives that GCP offers.

AI Machine Learning Official Blog June 14, 2021

Why you need to explain machine learning models - Why explainable AI (XAI) is essential to widespread AI adoption, common XAI methods, and how Google Cloud can help.

AI Machine Learning Official Blog Vertex AI June 7, 2021

5 ways Vertex Vizier hyperparameter tuning improves ML models - Get a quick tutorial on how Vertex Vizier hyperparameter tuning can improve the quality of your ML models.

AI HPC Machine Learning Official Blog TPU June 7, 2021

New Cloud TPU VMs make training your ML models on TPUs easier than ever - New Cloud TPU VMs let you run TensorFlow, PyTorch, and JAX workloads on TPU host machines, improving performance and usability, and reducing costs.

AI Machine Learning Official Blog May 31, 2021

Cloud AI in the developer community - Cloud AI has been empowering not only enterprises, but also developer communities. See demos, tutorials and videos created by Google Developers Experts (GDEs) for learning Cloud AI.

AI Machine Learning Vertex AI May 24, 2021

Why Google just released Vertex AI and what it means for you - Google announced the release of Vertex AI at Google I/O and it’s a big one! Read why ML6’s machine learning engineers are so excited.

AI Machine Learning Official Blog Vertex AI May 24, 2021

Google Cloud unveils Vertex AI, one platform, every ML tool you need - Google Cloud launches Vertex AI, a managed platform for experimentation, versioning and deploying ML models into production.

AI Machine Learning Official Blog May 3, 2021

How capital markets can prepare for the future with AI - Learn four best practices that can help capital markets adopt and benefit from modern AI/ML technologies.

AI Dialogflow April 12, 2021

Building a Bot on GCP Cloud in 10 minutes - A comprehensive step-by-step guide to build and deploy FAQ bot.

AI Dialogflow Official Blog April 12, 2021

A recipe for building a conversational AI team - Learn how the right team and Google Contact Center AI can help you build better bots with a user-centered perspective.

AI GCP Certification Machine Learning Official Blog April 5, 2021

Free AI and machine learning training for fraud detection, chatbots, and more - These no-cost training opportunities can help you gain the latest AI and machine learning skills from Google Cloud.

AI Machine Learning Official Blog April 5, 2021

How sweet it is: Using Cloud AI to whip up new treats with Mars Maltesers - Mars uses Google Cloud AI to invent a tasty new cake that includes maltesers and marmite!

AI Official Blog March 8, 2021

Gartner names Google a leader in 2021 Magic Quadrant for Cloud AI Developer Services report - Gartner has named Google a Leader in its 2021 Magic Quadrant for Cloud AI Developer Services.

AI AI Platform Machine Learning Python March 1, 2021

Training PyTorch Transformers on GCP AI Platform - How to use highly popular ML framework PyTorch on AI Platform Training.

AI Machine Learning Official Blog Feb. 8, 2021

Google Cloud AI leaders share tips for getting started with AI - Google Cloud AI leaders share their perspective on how businesses can get started in AI.

AI Machine Learning Jan. 18, 2021

Demystifying 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, 2021

Google Cloud AI Platform Notebooks and Cloud Source Repositories - Saving Jupyter Notebook to Cloud Repository.

AI Jupyter Notebook Windows Dec. 28, 2020

Take 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, 2020

How 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, 2020

Baking 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, 2020

Helping 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, 2020

Google 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, 2020

Productionizing 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, 2020

Google 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, 2020

Google 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, 2020

How 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, 2020

Healthcare 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, 2020

Big 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, 2020

Google 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, 2020

Serving 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, 2020

Lending DocAI fast tracks the home loan process - Lending DocAI fast tracks the home loan process for borrowers and lenders.

AI Official Blog Oct. 26, 2020

How AI uncovers important contract data - How AI uncovers important contract data.

AI Jupyter Notebook Oct. 12, 2020

AI Platform Notebooks DELETED instances - How to delete AI Platform Notebooks instances that appear as DELETED.

AI Machine Learning Official Blog TPU Oct. 5, 2020

PyTorch / XLA now generally available on Cloud TPUs - PyTorch is now GA on Google Cloud TPUs.

AI Machine Learning Sept. 7, 2020

Convert PDFs to Audiobooks with Machine Learning - Use ML to convert PDFs and Images into audiobooks or podcasts.

AI Machine Learning Official Blog Sept. 7, 2020

Taking care of business with Responsible AI - Responsible AI takes commitment, but your business will benefit from it.

AI Machine Learning Official Blog Sept. 7, 2020

Beginners 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, 2020

TabNet 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, 2020

Conversational AI drives better customer experiences - Conversational AI takes contact centers into a new era of customer service.

AI Cloud AutoML Serverless July 13, 2020

AI in practice: Identify defective components with AutoML in GCP - Implementing an AI system using GCP products.

AI Cloud AutoML Official Blog July 13, 2020

AutoML 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, 2020

Document 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, 2020

Google 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, 2020

Google 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, 2020

Predicting 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, 2020

AI-Driven News ChatBot (TL;DR) On GCP - Creating a Telegram Chatbot on GCP that summarizes news articles.

AI Machine Learning May 25, 2020

AI 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, 2020

How 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, 2020

How 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, 2020

AI 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, 2020

Creating, Hosting & Inferencing Machine Learning Model using Google Cloud Platform AutoML - End to end example of using Cloud AutoML.

AI Cloud AutoML Tutorial April 13, 2020

Google Cloud Platform Custom Model Upload , REST API Inference and Model Version Monitoring - End to end example of using Cloud AutoML.

AI April 6, 2020

Level Up - Automated Subtitles with AI

AI Cloud AutoML Cloud Run Serverless March 28, 2020

How 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, 2020

Building 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, 2020

Introducing 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, 2020

Better 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, 2020

Google 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, 2019

Discover 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, 2019

How 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, 2019

How 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, 2019

How 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, 2019

Exploring 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, 2019

Add 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, 2019

Cloud 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, 2019

ShapeMask: 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, 2019

Reduce 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, 2019

Updates 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, 2019

Announcing 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, 2019

Accelerating 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, 2019

Deployed 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, 2019

Building 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, 2019

Train 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, 2019

How 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, 2019

How 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, 2019

Custom model deployment on Google A.I. Platform Serving - End to end ML pipeline on AI Platform.

AI Official Blog Aug. 12, 2019

The 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, 2019

Machine Learning Operations (MLOps) Pipeline using Google Cloud Composer - Example of setting a ML pipeline on GCP.

AI Cloud ML Aug. 5, 2019

Using explainability frameworks to interpet financial models - Using What-if tool for analyzing ML model.

AI Machine Learning Official Blog July 22, 2019

Introducing 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, 2019

How 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, 2019

Introducing 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, 2019

Analyze 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, 2019

How to run evolution strategies on Google Kubernetes Engine - Running Evolution Strategies ML workloads on Kubernetes Engine.

AI Official Blog June 17, 2019

3 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, 2019

Jupyter 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, 2019

Training 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, 2019

Topping 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, 2019

An End-to-End AutoML Solution for Tabular Data at KaggleDays - using AutoML in Kaggle competition.

AI Machine Learning TensorFlow May 13, 2019

Interpreting bag of words models with SHAP - Building a ML model to predict Stack Overflow question tags.

AI Machine Learning May 6, 2019

AI Platform Notebooks/VMs Release M25 - Improvements and updates for AI Platform.

AI Official Blog TPU April 29, 2019

Train 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, 2019

American 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, 2019

AI 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, 2019

AI novelties at Google Next 2019 - Short recap of AI related products introduced at Next '19.

AI April 15, 2019

List 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, 2019

Using 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, 2019

GCP Notebook Executor v0.1.2 - Executing long running Jupyter Notebook jobs on GCP.

AI Official Blog TensorFlow March 25, 2019

TensorFlow 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, 2019

NVIDIA’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, 2019

DeepLearning 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, 2019

AI 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, 2019

Build 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, 2019

A 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, 2019

Choosing 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, 2018

Let’s talk AI: Customers meet in San Francisco to show how AI is helping their businesses

 

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