Tag: AI

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 Google 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 Google 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 Google 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 Google 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 Google 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 Natural Language API Data Loss Prevention API Dialogflow Google Cloud Functions 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 Google 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