Tag: Machine Learning

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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