Tag: Machine Learning

Machine Learning TensorFlow Dec. 9, 2019

Avoid Late Meetings— a toy project on GCP - Using products on Google Cloud to implement ML model of predicting airplanes arrival.

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.

Data Science Machine Learning Dec. 2, 2019

Get started or improve your Machine Learning of structured data using AutoML Tables! (Part 1) - Challenges we are trying to solve and part 2 will go…

Cloud AutoML Machine Learning Dec. 2, 2019

Creating a Binary Classification Model using Google AutoML Tables (Part 2) - Creating a machine learning model with Cloud AutoML.

AI Platform Data Science Machine Learning Python Nov. 25, 2019

Predicting Taxi fares in NYC using Google Cloud AI Platform (Billion + rows) Part 3 - The objective of this series of articles is to create a Machine Learning model that is able to estimate taxi fares in NYC before the ride commences.

BigQuery Google Cloud Dataflow Machine Learning Nov. 25, 2019

Clustering air quality data by using Kotlin, DataFlow and BigQuery Machine Learning - The article describes an implementation of a serverless ETL pipeline, which loads data from CSV files into a BigQuery dataset and runs K-means clustering on loaded data

Google Cloud Vision API IoT Machine Learning Python Nov. 25, 2019

Machine Learning from IoT Core with the Cloud Vision API - Analyzing images from Arduino with Cloud Vision API.

Data Science Kubernetes Machine Learning Nov. 18, 2019

MiniKF is now available on the GCP Marketplace - MiniKF is the fastest and easiest way to get started with Kubeflow. With just a few clicks, you are ready for experimentation, and for running complete Kubeflow Pipelines.

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.

BigQuery Data Science Machine Learning Nov. 11, 2019

ML Design Pattern #5: Repeatable sampling - Use a well-distributed column to split your data into a train/valid/test.

Cloud AutoML Kaggle Machine Learning Official Blog Nov. 11, 2019

Bringing Google AutoML to 3.5 million data scientists on Kaggle - Google AutoML now available to 3.5 million data scientists on Kaggle.

AI Dialogflow Google Cloud Vision API 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.

Cloud AutoML Machine Learning Translation API Nov. 11, 2019

Improving Machine Translation with the Google Translation API Advanced - Using AutoML to improve translation in Translation API.

Machine Learning Nov. 4, 2019

Hopsworks in GCP - Hopsworks is an open source project-based multi-tenant platform for both data parallel programming multiple open-source projects and using Jupyter Notebooks as the main interface for users.

Machine Learning Python Nov. 4, 2019

Developing on a Virtual Machine from your local IDE - A walkthrough to set up a live development environment that runs on a Virtual Machine from within your local IDE.

Beginner Data Science Machine Learning Nov. 4, 2019

Using a cluster in the cloud for Data Science projects in 4 simple steps - Tutorial on how to set up Jupyter notebook on GCP.

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.

Data Science Machine Learning TensorFlow Oct. 28, 2019

Predicting Taxi fares in NYC using Google Cloud AI Platform (Billion + rows) Part 2 - Using data from BigQuery to create a Tensorflow model of predicting taxi fares in NYC.

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 Platform Machine Learning Oct. 21, 2019

Same Classifier, Different Cloud Platform — Part 3: Google Cloud - This blog post is part of a series of articles about training and deploying the exact same model on three different cloud platforms: AWS, Azure and GCP.

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.

Data Analytics Machine Learning Official Blog Sept. 30, 2019

Building ML models for everyone: understanding fairness in machine learning - The article explains why implementing ML fairness into an ML workflow is so important, and goes through tools and techniques to get started.

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.

BigQuery Machine Learning Sept. 30, 2019

BigQuery-Geotab Intersection Congestion - Kaggle contest to predict wait times at major city intersections.

BigQuery Machine Learning Sept. 23, 2019

Predict propaganda twitter accounts using Machine learning on Google Cloud BigQuery - Using BigQuery ML to create a model based on Twitter data to detect whether message is posted by a bot.

BigQuery Machine Learning Python TensorFlow Sept. 23, 2019

ML Design Pattern #1: Transform - Illustration of Transform design pattern using BigQuery ML & SQL.

Machine Learning TensorFlow Sept. 23, 2019

Down to Earth with AI Platform - You can now connect Earth Engine directly to your TensorFlow models on AI Platform, enabling training and inference at scale, with deep learning models powered by Google Earth Engine data.

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.

Cloud Run Machine Learning Serverless TensorFlow Sept. 9, 2019

Portable prediction with Tensorflow and Cloud Run - Deploying Tensorflow model on Cloud Run to make predictions.

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

Apache Beam Google Cloud Dataflow Machine Learning Aug. 19, 2019

Apache Beam + Scikit learn - Using Scikit in Beam pipeline.

GCP Experience Kubernetes Machine Learning Official Blog Aug. 19, 2019

Itaú Unibanco: How we built a CI/CD Pipeline for machine learning with online training in Kubeflow - Itaú Unibanco shares how it built a digital customer service tool that uses natural language processing, built with machine learning, to understand customer questions and respond in real time.

BigQuery Data Studio Machine Learning Aug. 12, 2019

BigQuery and Data Studio for Model Monitoring - Monitoring machine learning model performance with BigQuery and Data Studio.

BigQuery Machine Learning Aug. 5, 2019

Binary Logistic Regression with BigQuery ML - Using BigQuery ML to train and predict diabetes.

BigQuery Machine Learning Aug. 5, 2019

Getting Started with BigQuery Machine Learning (BQML) - Example of using BigQuery ML on Google Analytics open dataset.

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 Platform Notebooks BigQuery Machine Learning TensorFlow Aug. 5, 2019

Predicting the publisher’s name from an article: A case study - Developing ML model on AI platform.

API Machine Learning Aug. 5, 2019

Analyzing the Mood of Chat Messages with Google Cloud NLP’s API - Analyzing a mood of chat messages using Cloud NLP API

BigQuery Data Science Machine Learning July 29, 2019

Clustering 4,000 Stack Overflow tags with BigQuery k-means - Using BigQuery ML to cluster tags from StackOverflow.

Big Data Data Analytics Machine Learning July 29, 2019

Beginners Introduction to Data Lifecycle on Google Cloud Platform - Description of 4 categories of data lifecycle on GCP.

Cloud Datalab Data Analytics Machine Learning July 29, 2019

Analyzing Financial Time Series Using BigQuery and Cloud Datalab - This solution illustrates the power and utility of BigQuery and Cloud Datalab as tools for quantitative analysis.

BigQuery Data Analytics Machine Learning Official Blog July 29, 2019

How to use BigQuery ML for anomaly detection - Step by step tutorial which demonstrates how to use BigQuery ML to perform unsupervised anomaly detection.

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.

Data Science DevOps Kubernetes Machine Learning July 15, 2019

Automated Model Retraining with Kubeflow Pipelines - How to implement a reproducible ML workflow that adapts to new data

Google Cloud ML Machine Learning TensorFlow Tutorial July 15, 2019

Deploying ML models on Google Machine Learning Engine - Walk through the steps of serving and manually deploying a Tensorflow model to Google Cloud Machine Learning Engine.

Machine Learning Python July 15, 2019

Transferring data from Google Drive to Google Cloud Storage using Google Colab - Simple and fast transfer of data between Google Drive and Google Cloud Storage without the need to download or upload to your local computer

Machine Learning TensorFlow Tutorial July 15, 2019

How to Train Deep Learning Model on Google Cloud Platform - Tutorial on how to set up VM and run TensorFlow to train an image classifier.

BigQuery Machine Learning Python July 8, 2019

How to do hyperparameter tuning of a BigQuery ML model - Bayesian Optimization using Cloud AI Platform.

Machine Learning Python July 8, 2019

Colab synergy with MLflow: how to monitor progress and store models. - A guide on how to setup MLflow on Google Cloud.

Machine Learning Python TensorFlow July 8, 2019

Codeless ML with TensorFlow - Building an end-to-end machine learning pipeline without writing any ML code.

Machine Learning Python July 8, 2019

Using Data from a Data Pipeline in BigQuery - An example of using BigQuery ML.

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.

BigQuery Data Analytics Machine Learning Official Blog June 24, 2019

Predictive marketing analytics using BigQuery ML machine learning templates - To make machine learning more accessible to data scientists, BigQuery ML is now generally available, and we’ve published three new templates in collaboration with SpringML for marketing analytics use cases.

Cloud AutoML Machine Learning June 24, 2019

Auto Text Classification using Google’s AutoML - Step by step process to create and use AutoML model for text classification.

Google Cloud Bigtable IoT Machine Learning June 17, 2019

Breathing Easy with Bigtable - Mapping and predicting historic and realtime air quality data with Cloud Bigtable.

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.

BigQuery Machine Learning June 10, 2019

ML Study Jam — Predict Visitor Purchases with a Classification Model in BQML - Developing a Machine Learning model using BigQueryML.

Machine Learning TensorFlow June 10, 2019

A Comparison of Machine Learning Deployment Tools: An ML6 Perspective - Overview of different ways to serve ML models on GCP.

Machine Learning TensorFlow TPU June 10, 2019

Replicating GPT2–1.5B - Experience of using Cloud TPUs.

GCP Experience Machine Learning Official Blog June 10, 2019

How IFG and Google Cloud AI bring structure to unstructured financial documents - How IFG is developing an application capable of digitizing unstructured, unlabeled financial documents using GCP.

Cloud AutoML Machine Learning June 10, 2019

Zero to Hero in Machine Learning using Google Cloud AutoML Tables - Using AutoML tables and Kaggle's dataset to create ML model.

Big Data BigQuery Google Cloud Dataprep Machine Learning June 3, 2019

BigQuery GIS + ML on government open data - Analyzing & visualizing housing data using BigQuery.

API Machine Learning Serverless June 3, 2019

Online predictions API using scikit-learn and Cloud Machine Learning Engine on GCP - This post will explain steps to train a model, store classifier on Google Cloud Storage and use Cloud Machine Learning to create an API in order to perform online predictions.

Machine Learning June 3, 2019

How to Build, Develop and Deploy a Machine Learning Model to predict cars price using Neural Networks - This blog post summarizes the efforts in effectively building and deploying a neural network algorithm to estimate car prices in emerging markets.

Docker Google Container Registry Google Kubernetes Engine Kubernetes Machine Learning June 3, 2019

Using Kubernetes Init Containers to decouple the deployment of machine learning applications from their models. - The article describes how to decouple and deploy ML model and application on Kubernetes.

BigQuery Machine Learning Python May 27, 2019

New York Taxi data set analysis - Creating Machine Learning model based on BigQuery's New York Taxi drives dataset.

Apache Beam Big Data Google Cloud Dataflow Google Cloud Pub/Sub Machine Learning May 27, 2019

Game of Thrones Twitter Sentiment with Keras, Apache Beam, BigQuery and PubSub - End to end solution to analyze Tweets using GCP products.

IoT Machine Learning Serverless May 27, 2019

IoT Telemetry Collection using Google Protocol Buffers, Cloud Functions, Pub/Sub, and MongoDB Atlas - Collect IoT sensor telemetry using Google Protocol Buffers over HTTPS, serverless Google Cloud Functions, and Google Cloud Pub/Sub. Store sensor data in MongoDB Atlas on GCP.

Machine Learning TensorFlow May 27, 2019

How to build a wide-and-deep model using Keras in TensorFlow 2.0 - Using Feature columns with the Keras Functional API

Machine Learning Python May 27, 2019

Hyperparameter Tuning On Google Cloud Platform With Scikit-Learn - Using Hyperparameter tuning feature on ML Engine.

Machine Learning May 20, 2019

Introduction to Google Cloud and Machine Learning

AI Machine Learning TensorFlow May 13, 2019

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

Google Cloud Vision API Machine Learning May 13, 2019

Building a Product Set for Google Cloud Vision Product Search — ML Product Search (Part 2) - Let’s set up a product set in Google Cloud Vision Product Search to make use of machine learning to detect our products in images!

Cloud AutoML Machine Learning May 13, 2019

Google Cloud AutoML: Towards Build and Deploy ML Models at Massively Increased Speed and Scale - Leverage Google Cloud AutoML to train high-quality models for prediction problems

Cloud AutoML Machine Learning May 13, 2019

Google Cloud AutoML Vision for Medical Image Classification - Using AutoML to create a model which detects pneumonia based on chest X-ray images.

GCP Experience Machine Learning Official Blog May 13, 2019

Sunny spells: How SunPower puts solar on your roof with AI Platform - Learn how SunPower uses AI Platform to tell users how and where they should install solar panels, with just a street address.

Cloud AutoML Machine Learning Official Blog May 13, 2019

No deep learning experience needed: build a text classification model with Google Cloud AutoML Natural Language - Learn how to build a custom text classifier with AutoML Natural Language, trained on the Newsgroups data set, and with an interactive Colab example.

Google Cloud Functions Machine Learning Official Blog May 6, 2019

Empower your AI Platform-trained serverless endpoints with machine learning on Google Cloud Functions - Using Cloud Functions as API endpoints for machine learning models.

AI Machine Learning May 6, 2019

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

Machine Learning TensorFlow April 29, 2019

End-to-end churn prediction on Google Cloud Platform — Part 2 - Building a churn prediction system.

AWS Cloud AutoML Machine Learning April 29, 2019

Google Cloud’s AutoML first look - A first look into GCP AutoML Tables [beta] and some comparisons between DataRobot, H2O.ai, and AWS Sagemaker.

GCP Certification Machine Learning April 29, 2019

How I Passed the Google Cloud Professional Data Engineer Certification Exam - If you’re looking to get Google Cloud Certified, here are a few things I did which may help you pass the Professional Data Engineer exam.

Cloud Run Machine Learning Python April 22, 2019

Deploy Machine Learning Model in Google Cloud using Cloud Run - Deploying PyTorch model in Cloud Run.

Google Kubernetes Engine Kubernetes Machine Learning April 22, 2019

CATS vs DOGS + FLASK + DOCKER + KUBERNETES - Example of containerizing ML web app and deploying on GKE.

Cloud Composer Machine Learning April 15, 2019

Practical Guide: How to automatize your ML process with Airflow and Cloud Composer - Using Cloud Composer to build Machine Learning pipeline.

AI Data Science Machine Learning April 8, 2019

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

BigQuery Data Science Google Cloud Dataflow Google Cloud Dataprep Machine Learning TensorFlow April 8, 2019

End-to-end churn prediction on Google Cloud Platform - Overview of GCP architecture to build customer churn prediction compromising of data acquisition, data wrangling, modeling, model deployment, and a business use case.

BigQuery Machine Learning April 8, 2019

How to do predictive maintenance using BigQuery ML for water utilities - Proof of concept to predict pipe breaks for public water utility organization.

Google Cloud Platform IoT Machine Learning April 1, 2019

Google Tulip: The Technical Details - First April article with code repository.

BigQuery Machine Learning April 1, 2019

Getting Started with Google BigQuery’s Machine Learning — Titanic Dataset - Creating BigQuery ML model on Titanic public dataset.

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.

Advanced Machine Learning Official Blog TensorFlow March 4, 2019

Let Deep Learning VMs and Jupyter notebooks burn the midnight oil for you: robust and automated training with Papermill - Step by step process to deploy a Deep Learning ML image using TensorFlow to launch a Jupyter notebook which will be executed using the Nteract Papermill open source project. Once the notebook has finished executing, the Compute Engine instance that hosts your Deep Learning VM image will automatically terminate.

Machine Learning March 4, 2019

Google’s Machine Learning APIs by Example

Machine Learning Official Blog TensorFlow TPU March 4, 2019

Train fast on TPU, serve flexibly on GPU: switch your ML infrastructure to suit your needs - In this post, we walk through training and serving an object detection model and demonstrate how TensorFlow’s comprehensive and flexible feature set can be used to perform each step, regardless of which hardware platform you choose.

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.

Machine Learning Official Blog Feb. 10, 2019

Making the machine: the machine learning lifecycle - How machine learning maps to and fits in with the traditional software development lifecycle.

BigQuery Machine Learning Feb. 10, 2019

BigQuery ML gets faster by computing a closed-form solution (sometimes) - Speeding up creation of ML model in BigQuery.

GPU Machine Learning Jan. 28, 2019

Getting started with GPU Computing for machine learning - Setting up GPU Computing for machine learning.

Machine Learning Official Blog Jan. 21, 2019

Introducing Feast: an open source feature store for machine learning - Announcement of the release of Feast, an open source feature store that allows teams to manage, store, and discover features for use in machine learning projects.

BigQuery Google App Engine Google Cloud ML Machine Learning TensorFlow Jan. 21, 2019

Building Token Recommender in Google Cloud Platform - ERC20 token recommendation system based on collaborative filtering and data from public Ethereum dataset in BigQuery using products on GCP.

Google Cloud Platform Machine Learning Jan. 14, 2019

GCP in 2018: Machine Learning overview - Looking back on Google Cloud Platforms’ most impressive ML-related announcements from 2018.

Google Cloud Platform Machine Learning Jan. 14, 2019

GCP in 2018: Machine Learning Hardware advances - Advancement for Machine Learning Hardware in 2018.

Machine Learning Jan. 14, 2019

Kubeflow - Tools and Framework (Google Cloud AI Huddle)

BigQuery Machine Learning Jan. 14, 2019

Whisked Away by BigQuery ML - Creating ML model with BigQuery ML using data about whiskey.

Machine Learning Jan. 7, 2019

Google Colab guide for Fast.ai Deep Learning & Machine Learning - Explore Fast.ai for Deep Learning & Machine Learning.

GCP Experience Machine Learning Dec. 31, 2018

Machine Learning on Google Cloud Platform — First Impressions - Pros and cons of GCP for Machine Learning in comparison with options.

Machine Learning Python Dec. 31, 2018

PyTorch on Google Cloud Platform - How to build a custom VM on GCP with specific PyTorch versions and CUDA support for Deep Learning.

Google Cloud ML Machine Learning Dec. 31, 2018

Training Deep learning models with Google Cloud ML Engine - Using Google Cloud ML Engine to train deep learning models.

Google Kubernetes Engine Machine Learning Dec. 31, 2018

End-to-End Kubeflow tutorial using a Pytorch model in Google Cloud Platform - How to use Kubeflow to train and serve a distributed Machine Learning model with PyTorch on a Google Kubernetes Engine cluster in GCP.

BigQuery Machine Learning Dec. 17, 2018

How to tune a BigQuery ML classification model to achieve a desired precision or recall - Article explains tuning ML model in BigQuery on flights delay prediction model.

Google Kubernetes Engine Machine Learning Dec. 10, 2018

How to deploy Jupyter notebooks as components of a Kubeflow ML pipeline (Part 2) - An easy way to run your Jupyter notebook on a Kubernetes cluster.

Machine Learning Dec. 3, 2018

Introduction to Google Cloud Machine learning - Video from GDG Cloud Tel-Aviv.

BigQuery Machine Learning TensorFlow Nov. 26, 2018

GCP Machine Learning Face-off: BigQuery ML -vs- Custom Estimators in TensorFlow - Article compares two different Machine Learning solutions on Google Cloud.

BigQuery Machine Learning Nov. 26, 2018

Machine learning on machines: building a model to evaluate CPU performance - Training machine learning model to predict machine performance based on hardware and software specifications.

Business Machine Learning Nov. 5, 2018

Google says 'exponential' growth of AI is changing nature of compute - Google software engineer Cliff Young explains how the explosion in deep learning algorithms is coinciding with a breakdown in Moore's Law.

Machine Learning TPU Nov. 5, 2018

Training Image & Text Classification Models Faster with TPUs on Cloud ML Engine

GCP Experience Google Cloud ML Machine Learning Official Blog TensorFlow Nov. 5, 2018

How 20th Century Fox uses ML to predict a movie audience - Google’s Advanced Solutions Lab created Merlin Video, a computer vision tool that learns dense representations of movie trailers to help predict a specific trailer’s future moviegoing audience.

Machine Learning Official Blog Oct. 15, 2018

AI in motion: designing a simple system to see, understand, and react in the real world (Part II) - Gathering data, selecting and training models for an AI in motion project.

BigQuery Machine Learning Official Blog Oct. 15, 2018

What’s happening in BigQuery: a new ingest format, data type updates, ML, and query scheduling - New features in beta, including query scheduling, new BigQuery ML models and functions, and geospatial types and queries.

GPU Machine Learning TPU Oct. 15, 2018

Google Colab provides free access to GPUs and TPUs. - Using Develop deep learning applications on this free GPU/TPU.

Machine Learning Oct. 15, 2018

Getting the Most Out of Your Google Colab - Go over the flow for Google Colab.

Google Cloud Platform Machine Learning Official Blog Oct. 8, 2018

Introducing PyTorch across Google Cloud - Release of PyTorch 1.0 Preview, a deep learning framework designed for easy and flexible experimentation.

Machine Learning Oct. 8, 2018

GCP Podcast - #149 Deep Learning Research in Africa with Yabebal Fantaye & Jessica Phalafala

Cloud AutoML Machine Learning Official Blog Oct. 8, 2018

Is that a device driver, golf driver, or taxi driver? Building custom translation models with AutoML Translate - AutoML Translate, a tool for building custom, domain-specific neural machine translation models.

Google Cloud Functions Google Cloud ML Machine Learning Official Blog Sept. 24, 2018

Simplifying ML predictions with Google Cloud Functions - Build an app for predicting the genres of a movie from its description using a text classification model.

Google Compute Engine Machine Learning Sept. 17, 2018

DeepLearning Images Revision M7. Chainer 4.4.0. Jupyter No Longer Using Root. - New version of deep learning images for Google Compute Engine.

Machine Learning Sept. 17, 2018

GCP Podcast - #146 Google AI with Jeff Dean.

BigQuery Machine Learning Sept. 10, 2018

Prototyping a ML Model for Employee Turnover with Google BigQuery ML - Using Google BigQuery ML and Kaggle dataset for HR turnover data.

Google Cloud Platform Machine Learning Official Blog Sept. 3, 2018

Expanding our Public Datasets for geospatial and ML-based analytics - Public Datasets for geospatial and ML-based analytics.

Machine Learning Aug. 27, 2018

End to End machine learning with Google Cloud

Machine Learning Official Blog Aug. 20, 2018

A closer look at our newest Google Cloud AI capabilities for developers - At Next ‘18, Google announced a range of updates to AI and machine learning offerings.

Machine Learning Official Blog Aug. 20, 2018

Cloud AI Solutions: helping more industries solve common challenges with AI - Range of solutions to help businesses take advantage of AI for common use cases.

BigQuery Machine Learning Aug. 20, 2018

Predicting Taxi Fare Price With BigQuery ML - How BigQuery ML can be used to build liner regression model for taxi fare predictions with training 55M rows of data in 30 minutes.

Machine Learning Aug. 13, 2018

Troubleshooting Different Deep Learning Images Problems - Troubleshooting Deep Learning Images Problems.

Machine Learning Aug. 6, 2018

Preparing and curating your data for machine learning - List of common guidelines for assessing and preparing data for Machine Learning.

Google Cloud Dataflow Machine Learning Aug. 6, 2018

Scaling Game Simulations with DataFlow - Using Dataflow to run AI agents simulating Tetris game.

BigQuery Machine Learning July 30, 2018

Machine Learning in your Database? The Case For and Against BigQuery ML - Pros and Cons of BigQuery ML.

Machine Learning July 23, 2018

GCP Podcast - #136 - Robotics, Navigation, and Reinforcement Learning with Raia Hadsell.

Google Compute Engine Machine Learning July 16, 2018

Provisioning a Docker based Deep Learning workspace on Google Compute Engine - How to set-up a Docker based Deep Learning workspace on Google Compute Engine

Machine Learning TensorFlow TPU July 16, 2018

Training and serving a realtime mobile object detector in 30 minutes with Cloud TPUs - Example of training an object detection model on Cloud TPUs with Tensorflow.

Machine Learning July 2, 2018

6 must-see sessions on AI and machine learning at Next ‘18 - Must see 6 out of 75 sessions devoted to Machine Learning an AI on Next '18.

Machine Learning July 2, 2018

GCP Podcast - #133 ML Kit with Brahim Elbouchikhi and Sachin Kotwani.

GPU Machine Learning Tutorial June 25, 2018

Complete Step by Step Guide of Keras Transfer Learning with GPU on Google Cloud Platform - Guide for Keras Transfer Learning with GPU on Google Cloud Platform.

Google Cloud Platform Machine Learning June 18, 2018

How to use Google Cloud Platform with your favorite Machine Learning Framework - Google Cloud Platform has a lot of options to let you run your favorite Machine Learning frameworks/algorithms.

BigQuery Dataflow Machine Learning June 18, 2018

Making World Cup Sausage with Cloud Dataflow and BigQuery - Making World Cup predictions with Cloud Dataflow and BigQuery.

Google Cloud ML Machine Learning June 11, 2018

Training a Keras Model on Google Cloud ML GPU - How to train a Keras Model on Google Cloud ML GPU.

Machine Learning June 11, 2018

GCP Podcast - #130 Data Science with Juliet Hougland and Michelle Casbon. Discussion about methodology, applications, tools, pipelines, challenges and resources for data science.

BigQuery Machine Learning June 11, 2018

Explaining the joke: “Half the time when companies say they need ‘AI’, what they really need is a SELECT clause with a GROUP BY” - Deeper look at the claim.

Machine Learning May 28, 2018

GCP Podcast - #128 Decision Intelligence with Cassie Kozyrkov. Data science, analytics, machine learning and statistical inference, in relation to decision intelligence.

Machine Learning May 14, 2018

Book: Hands-On Machine Learning on Google Cloud Platform - Unleash Google's Cloud Platform to build, train and optimize machine learning models.

Firebase Machine Learning Official Blog May 14, 2018

Introducing ML Kit for Firebase - ML Kit is in beta: a new SDK that brings Google's machine learning expertise to mobile developers in a powerful, yet easy-to-use package on Firebase.

Machine Learning Official Blog TensorFlow April 30, 2018

Now live in Tokyo: using TensorFlow to predict taxi demand

Google Cloud Dataproc Machine Learning Official Blog April 9, 2018

Using BigDL for deep learning with Apache Spark and Google Cloud Dataproc - BigDL, a distributed deep learning library can be used to write deep learning applications as standard Spark programs in either Scala or Python and directly run them on top of Cloud Dataproc clusters.

Google Cloud ML Machine Learning April 9, 2018

Serving real-time scikit-learn and XGBoost predictions - Scikit-learn and XGBoost models on Cloud Machine Learning Engine (ML Engine) is now in beta.

Machine Learning March 26, 2018

Visualize your Data with Facets - How to use Facets, a project from Google Research, to visualize your dataset, find interesting relationships, and clean your data for machine learning.

BigQuery Machine Learning March 19, 2018

Deep Neural Network implemented in pure SQL over BigQuery - Fun project to test out the limits of SQL and BigQuery and to look at neural network training from a declarative data transformation perspective.

Machine Learning Official Blog TensorFlow March 12, 2018

Comparing regression and classification on US elections data with TensorFlow Estimators - Using TensorFlow Estimators for Comparing regression and classification on US elections data.

Machine Learning TensorFlow March 5, 2018

Building a Next Word Predictor in Tensorflow - Article about concepts to create Next Word Predictor with Tensorflow.

Machine Learning March 5, 2018

Google-Landmarks: A New Dataset and Challenge for Landmark Recognition - Google-Landmarks is the largest worldwide dataset for recognition of human-made and natural landmarks and now available.

Machine Learning March 5, 2018

Rules of Machine Learning: Best Practices for ML Engineering - Document is intended to help those with a basic knowledge of machine learning get the benefit of Google's best practices in machine learning.

Machine Learning Feb. 26, 2018

Of Machine Learning And Prisons: Simulating User Ratings for Nigerian Prisons Using Google Cloud Platform - Explore simulating User Ratings for Nigerian Prisons Using Google Cloud Platform.

Cloud Natural Language API Google Cloud ML Google Cloud Vision API Machine Learning Feb. 26, 2018

From Zero to ML on Google Cloud Platform

Machine Learning Feb. 26, 2018

Machine Learning with TensorFlow on Google Cloud Platform: code samples - New course on Coursera about Machine Learning & Google Cloud

Machine Learning TPU Feb. 19, 2018

Cloud TPU machine learning accelerators now available in beta - Cloud TPUs are available in beta on Google Cloud Platform (GCP) to help machine learning (ML) experts train and run their ML models more quickly.

Machine Learning Feb. 19, 2018

GCP Podcast - #114 Machine Learning Bias and Fairness with Timnit Gebru and Margaret Mitchell

Business Machine Learning Jan. 29, 2018

AI Becomes the Game Changer in the Public Cloud - Learn how AI is key game changer in the Public Cloud and how they are interdependant

Machine Learning TensorFlow Jan. 29, 2018

Getting your music recommendation groove on with Google Cloud Platform! Part 2 - Second article regarding building music recommendation system using Google Cloud Platform products.

Machine Learning Jan. 15, 2018

Problem-solving with ML: automatic document classification - This blog post explains how off-the-shelf ML tools can be used to automatically label news articles.

GPU Machine Learning Jan. 8, 2018

Introducing Preemptible GPUs: 50% Off - Beta release of Preemptible GPUs which are particularly good fit for large-scale machine learning and other computational batch workloads.

Google Cloud ML Machine Learning Jan. 8, 2018

Serve Keras models using Google Cloud Machine Learning services - This post explains the main building blocks that you have to pay attention to while using Keras models using Google Cloud Machine Learning services.

Beginner GPU Machine Learning Tutorial Jan. 8, 2018

Ultimate guide to setting up a Google Cloud machine for fast.ai version 2 - Guide to setting up a Google Cloud machine for fast.ai courses (Google Compute Engine with GPU).

Machine Learning TensorFlow Jan. 8, 2018

How to move from tf.contrib.learn Estimator to core Tensorflow tf.Estimator - Guide to know about moving from tf.contrib.learn Estimator to core Tensorflow tf.Estimator.

Advanced BigQuery Google App Engine Google Cloud ML Machine Learning TensorFlow Dec. 18, 2017

Real-time forecasts in the cloud: from market feed capture to ML predictions - how to train a machine learning model to predict FX rates using TensorFlow in Google Cloud, with application components running as App Engine services and communicating with each other by publishing messages via Cloud Pub/Sub and by writing data into BigQuery.

Machine Learning TensorFlow Dec. 18, 2017

Getting music recommendation groove on with Google Cloud Platform - First article from blog series on topic of recommendation systems and machine learning using of course Google Cloud Platform.

Cloud Natural Language API Google Cloud ML Machine Learning Dec. 18, 2017

Improving the efficiency of your helpdesk with serverless machine learning - Article describes how it would be possible to use of customer service helpdesk historical data to predict key KPI or fields of a support ticket to handle it in the most efficient way.

Machine Learning Dec. 4, 2017

Google Cloud provides a unified, streamlined way to execute your ML strategy - How Google Cloud Platform helps companies to implement successful machine learning strategies.

Machine Learning TensorFlow Tutorial Dec. 4, 2017

Getting Started with TensorFlow: A Machine Learning Tutorial - Article describes how to start with Tensorflow as well as code samples for some algorithms.

Machine Learning Nov. 27, 2017

Machine Learning with Google Cloud and Intel® IoT Gateway Technology

Big Data Machine Learning TensorFlow Nov. 20, 2017

Automating ML and IoT with cloud-based image rendering, training, and device delivery - Architectural solutions for 3D rendering and machine learning.

Machine Learning Nov. 6, 2017

Demystifying ML: How machine learning is used for speech recognition - Another article about how machine learning can be used to solve common problems, like speech recognition.

Google Cloud Dataflow Google Cloud ML Machine Learning Oct. 16, 2017

Machine Learning at Scale with Google Cloud Platform - Slides + code on github about how to pre process data with Dataflow before training with Tensorflow on Cloud ML.

Machine Learning TensorFlow Oct. 16, 2017

Rock-paper-scissors machine built on TensorFlow - Description of interesting and funny projects combining electronics and machine learning

Machine Learning TensorFlow Oct. 9, 2017

Intro to text classification with Keras: automatically tagging Stack Overflow posts - Article describes how to build a simple model to predict the tag of a Stack Overflow question.

Machine Learning Oct. 2, 2017

Cloud Job Discovery enters beta - With Cloud Job Discovery entering Beta, job search is supported in more than 100 language varieties.

Machine Learning TensorFlow Oct. 2, 2017

Estimators revisited: Deep Neural Networks - In this episode of Cloud AI Adventures, learn how to train on increasingly complex datasets by converting a linear model to a deep neural network!

Machine Learning TensorFlow Sept. 25, 2017

How Machine Learning with TensorFlow Enabled Mobile Proof-Of-Purchase at Coca-Cola - How Coca Cola is using Tensorflow to read coupons from caps

Machine Learning Sept. 11, 2017

GCP Podcast - #93 What's AI with Melanie Warrick

Machine Learning Sept. 4, 2017

Intelligent email categorization with machine learning - Discussing several approaches for email categorization within the company.

Machine Learning Sept. 4, 2017

How to build a conversational app using Cloud Machine Learning APIs, Part 3 - In this article, extending app to the Google Assistant-supported devices.

BigQuery Google Cloud ML Machine Learning TensorFlow Sept. 4, 2017

How to predict your Google Cloud Platform monthly bill with Google CloudML & BigQuery - Creating billing prediction system with BigQuery, TensorFlow and Cloud ML

Business Google Cloud ML Machine Learning TensorFlow Aug. 20, 2017

How Aucnet leveraged TensorFlow to transform their IT engineers into machine learning engineers - KonPeki built real-time car image recognition system, using TensorFlow and Cloud Machine Learning Engine

Google Cloud ML Machine Learning Aug. 14, 2017

Hyperparameter tuning in Cloud Machine Learning Engine using Bayesian Optimization - For those with math background, explanation of Bayesian optimization for hyperparameter tuning in Cloud ML Engine

Machine Learning July 31, 2017

How to build a conversational app using Cloud Machine Learning APIs, Part 1 - Creating conversational mobile app with the use of Machine Learning Products from Google Cloud Platform and API.AI

Machine Learning July 31, 2017

CIO’s guide to data analytics and machine learning - Capturing, preparing and analyzing data creates the foundation for successful AI initiatives. To help business and IT leaders create this virtuous cycle, Google Cloud has prepared a CIO’s guide to data analytics and machine learning that outlines key enabling technologies at each step.

Big Data Machine Learning July 31, 2017

New hands-on labs for scientific data processing on Google Cloud Platform - 7 new labs to try out Google Cloud Platform Big Data and Machine Learning products to solve real-world scientific problems using a variety of public datasets.

Machine Learning Python July 24, 2017

How to run any ML package on GCP | The Models - Running Jupyter, Keras or PyTorch on Google Cloud Platform

Machine Learning June 4, 2017

Machine learning at scale with Google Cloud Platform

Machine Learning TPU May 22, 2017

Build and train machine learning models on our new Google Cloud TPUs - Announced on Google IO 2017, Tensor Processing Units (TPUs) which is designed to be used for deep learning tasks, will be available as part of Google Cloud Platform

Machine Learning May 22, 2017

GCP Podcast - Basecamp Networks uses Machine Learning to diagnose easily what kind of sickness or parasite a crop might be suffering. They’re powered by Google Cloud Platform

Machine Learning May 22, 2017

Machine Learning APIs by Example

GPU Machine Learning May 15, 2017

Announcing general availability of GPUs for Cloud Machine Learning Engine - For just 3 months GPUs are going from Beta to Generally Available

Machine Learning April 24, 2017

Adding Machine Learning to your applications

Google Cloud Dataflow Machine Learning TensorFlow April 24, 2017

How to use Google Cloud Dataflow with TensorFlow for batch predictive analysis - Code example in Python for complete processing pipeline for Tensorflow with Dataflow

Machine Learning April 17, 2017

Survey says: Machine learning happening now and paying off - done by MIT Technology Review Custom in partnership with Google Cloud

Machine Learning TensorFlow April 10, 2017

Quantifying the performance of the TPU, our first machine learning chip - TPU (Tensor Processing Unit) is chip designed for running machine learning code and it's multiple times faster than graphic processing unit or normal CPU while spending less energy

Machine Learning April 10, 2017

Cloud Translation API Neural Machine Translation enters GA and adds more languages - Accuracy in Translation API is improved by Neural Machine Translation system running on TPU and is Generally Available

Machine Learning April 10, 2017

GCP Podcast - #71 Cloud Machine Learning Engine with Yufeng Guo

Machine Learning TensorFlow April 3, 2017

Using machine learning for insurance pricing optimization - AXA is using Tensorflow to better predict accidents with large payouts

BigQuery Google Compute Engine Machine Learning March 27, 2017

Analyzing data with BigQuery and Machine Learning APIs (Forecast the Dutch elections based on social media presence) - Getting data from Twitter, using Translate API to translate from Dutch to English so that Natural Language API can be used. All with Javascript

Machine Learning March 6, 2017

Coursera collaborates with Google Cloud to foster a global ecosystem of skilled cloud talent - Last year's acquisition of Qwikilabs bears fruit. 5 courses are for now available at Coursera Coursera and more to come.

Dataflow Machine Learning TensorFlow Feb. 27, 2017

Using Google Cloud Machine Learning to predict clicks at scale - Step by step example of how to training Tensfor flow models on Google Cloud Platform

Machine Learning

When should you use machine learning? — Part 1 - Articles discuss different paths of machine learning when you are standing in front of a problem.

 

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