Google Cloud Big Data and Machine Learning Blog

Innovation in data processing and machine learning technology

Introducing Ads Data Hub: Next generation insights and reporting

Wednesday, May 24, 2017

With Ads Data Hub, advertisers can access detailed, impression-level data about their cross-device media campaigns in a more secure, privacy-safe environme

New healthcare and population datasets now available in Google BigQuery

Friday, May 19, 2017

Query newly added publicly available healthcare datasets now on Google BigQuery.

Try Google BigQuery today: Now with 10GB of free storage

Wednesday, May 17, 2017

Getting started with BigQuery keeps getting easier, and for more people.

An in-depth look at Google’s first Tensor Processing Unit (TPU)

Friday, May 12, 2017

There’s a common thread that connects Google services such as Google Search, Street View, Google Photos, Google Translate: they all use Google’s Tensor

Designing ETL architecture for a cloud-native data warehouse on Google Cloud Platform

Thursday, May 11, 2017

Learn how to build an ETL solution for Google BigQuery using Google Cloud Dataflow, Google Cloud Pub/Sub and Google App Engine Cron as building blocks.

After Lambda: Exactly-once processing in Google Cloud Dataflow, Part 1

Wednesday, May 10, 2017

Learn the meaning of “exactly once” processing in Dataflow, its importance for stream processing overall and its implementation in streaming shuffle phase

Announcing general availability of GPUs for Cloud Machine Learning Engine

Tuesday, May 9, 2017

Cloud GPUs are generally available for use with Cloud Machine Learning Engine. See how Airbus and Global Fishing Watch used GPUs.

How to do data processing and analytics from Google App Engine with Google Cloud Dataflow

Thursday, May 4, 2017

Learn how to launch Google Cloud Dataflow pipelines from Google App Engine to support MapReduce jobs and other data processing and analytics tasks

Registration for Google Data Engineer Certification now open

Wednesday, May 3, 2017

Register for the Google Data Engineer Certification

How to build a BI dashboard using Google Data Studio and BigQuery

Friday, April 28, 2017

Building BI dashboards on GCP is easy with this simple solution.

Top 5 tips for migrating your data warehouse to Google BigQuery

Tuesday, April 25, 2017

Learn five tips for migrating your data warehouse to Google BigQuery.

How to use Google Cloud Dataflow with TensorFlow for batch predictive analysis

Tuesday, April 18, 2017

As demonstrated in this new solution guide, Cloud Dataflow provides flexible serverless infrastructure for machine-learning workloads.

How to do cross-platform analytics with Google BigQuery

Thursday, April 13, 2017

Learn how to analyze web (in Google Analytics 360) and mobile (in Firebase Analytics) data together using BigQuery.

Survey says: Machine learning happening now and paying off

Wednesday, April 12, 2017

New research suggests that machine learning is more prevalent than you’d think.

DeepBreath: Preventing angry emails with machine learning

Thursday, April 6, 2017

This Chrome plugin could inspire you to use Cloud Natural Language API for your own practical projects.

Google Cloud Platform for Data Scientists: Using R with Google BigQuery

Tuesday, April 4, 2017

Learn how to connect to a public BigQuery dataset and analyze that data using R.

Using Google Cloud Machine Learning to manage Dutch weather conditions

Saturday, April 1, 2017

How Google Wind uses machine learning to predict rain and then orchestrate Dutch windmills accordingly

Using machine learning for insurance pricing optimization

Wednesday, March 29, 2017

Global insurance company AXA used machine learning in a POC to optimize pricing by predicting “large-loss” traffic accidents with 78% accuracy.

Analyzing customer feedback using machine learning

Tuesday, March 28, 2017

How Wootric's platform uses Google Cloud Natural Language API to complement its own machine learning to save on infrastructure and engineering costs.

Announcing general availability of Google Cloud Dataflow for Python

Thursday, March 23, 2017

Google Cloud Dataflow is now generally available for Python. Pipelines built using Apache Beam for Python can use Cloud Dataflow's advanced features.

Google Cloud Platform for Data Scientists: Using R with Google Cloud SQL for MySQL

Wednesday, March 22, 2017

By connecting R to Cloud SQL, you can take advantage of all R features on top of a scalable, fully-managed MySQL service.

Monitoring and improving your Google Cloud Dataflow pipelines with Google Stackdriver

Thursday, March 16, 2017

Learn how to use Google Stackdriver to monitor, chart and create alerts for Google Cloud Dataflow jobs.

Google Cloud Next '17 data, analytics and machine learning session video now online

Wednesday, March 15, 2017

Watch the keynote by Fei-Fei Li, Chief Scientist, Google Cloud AI and ML and explore all session video about data analytics and machine learning

Google Cloud Platform adds new tools for easy data preparation and integration

Thursday, March 9, 2017

New support for integrated data preparation and integration services will help customers get faster value from data analytics

Announcing Google Cloud Video Intelligence API, and more Cloud Machine Learning updates

Wednesday, March 8, 2017

Today we announced new products, research and education programs to ensure machine learning is accessible to all businesses, data scientists & developers

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