Google Cloud Big Data and Machine Learning Blog

Innovation in data processing and machine learning technology

Announcing BigQuery Data Transfer Service general availability

Thursday, November 16, 2017

BigQuery Transfer Service, newly available, allows you to ship data to BigQuery within 24 hours of arrival, according to the Data Delivery SLA.

How to integrate Dialogflow with Chatbase for easier bot analytics

Thursday, November 16, 2017

Build better conversational experiences with Dialogflow and Chatbase, for voice or text chatbots.

Automating ML and IoT with cloud-based image rendering, training, and device delivery

Tuesday, November 14, 2017

How to train TensorFlow models in the cloud on rendered images of the objects you plan to recognize on embedded IoT vision systems.

Using Apache Beam and Cloud Dataflow to integrate SAP HANA and BigQuery

Monday, November 13, 2017

How to integrate SAP HANA and BigQuery using Apache Beam and Cloud Dataflow, with examples including a Wikipedia dataset.

Scheduling and sampling arrive for Google Cloud Dataprep

Monday, November 6, 2017

Explore the new UI improvements and the addition of scheduling and sampling to Cloud Dataprep.

Google Patents Public Datasets: connecting public, paid, and private patent data

Tuesday, October 31, 2017

Explore international patent data through new datasets accessible in BigQuery. You can try out some example queries, or integrate ours with your own data.

Creating custom interactive dashboards with Bokeh and BigQuery

Wednesday, October 25, 2017

In addition to DataStudio, you can use Bokeh to build robust data visualization dashboards on BigQuery. Check out our tutorial and sample datasets.

Get to know your trees: US Forest Service (FIA) dataset now available in BigQuery

Tuesday, October 24, 2017

Access the US Forest Service FIA dataset, enhanced and newly available in BigQuery. Get to know your forests through data analysis.

Halite helps students and developers compete to build better AI on Google Cloud Platform

Monday, October 23, 2017

Two Sigma, Google Cloud customer, is announcing the Halite II challenge to build and compete with an AI bot to win a space exploration game.

Accelerate BigQuery solution development with intelligent log analysis

Friday, October 20, 2017

Streamline your log-based notifications with Stackdriver, and build a BigQuery-based solution faster by intelligently processing your logs.

Exploring TensorFlow samples in Google Cloud Datalab

Wednesday, October 18, 2017

Try out sample code using BigQuery, Datalab, and TensorFlow. Put samples to work with a signal estimator, a punctuation tool, and a captioning tool.

Control and granularity with Spark and Hadoop on Cloud Dataproc

Friday, October 13, 2017

Cloud Dataproc helps you manage clusters running Spark and Hadoop. Granular IAM, scheduled deletion, and per-second billing streamline your process.

My summer project: a rock-paper-scissors machine built on TensorFlow

Thursday, October 12, 2017

Learn basic linear algebra and how to use TensorFlow to detect hand-poses for the game Rock, Paper, Scissors.

Separation of compute and state in Google BigQuery and Cloud Dataflow (and why it matters)

Tuesday, October 10, 2017

Separation of compute and state is an extension of the separation of storage and compute. See how to use BigQuery and Cloud Dataflow to improve efficiency.

Intro to text classification with Keras: automatically tagging Stack Overflow posts

Friday, October 6, 2017

Keras on BigQuery allows robust tag suggestion on Stack Overflow posts. Learn how to train a classifier model on a dataset of real Stack Overflow posts.

Genomic ancestry inference with deep learning

Wednesday, September 27, 2017

Announcing genome data available for analysis with BigQuery on Google Cloud Platform, enabling new life sciences applications.

Google Cloud Dataprep is now a public beta

Thursday, September 21, 2017

Announcing public beta of Cloud Dataprep, offering a visual experience that makes data preparation intuitive and approachable.

Classifying text content with the Natural Language API

Tuesday, September 19, 2017

With the Natural Language API, you can now tag media content such as blogposts, news articles and marketing copy with a single API call.

New Google Data Studio features give analysts quicker and broader access to data

Friday, September 15, 2017

Over the past six months we launched over 25 new features in Google Data Studio, now we're adding new features so you can access your data even faster.

Performing prediction with TensorFlow object detection models on Google Cloud Machine Learning Engine

Monday, September 11, 2017

Learn how to export a trained object detection model into the SaveModel format then how to deploy to Cloud Machine Learning Engine and perform prediction.

How to crunch your business data from Sheets in BigQuery

Thursday, September 7, 2017

Google BigQuery can query Google Sheets just like any other table, allowing new collaborations and quicker insights.

The canonical new book about stream processing

Monday, August 28, 2017

We speak with Tyler Akidau, one of the authors of the O’Reilly Media book Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing

From data to insights: Preview a new Google Cloud training course for SQL analytics

Thursday, August 24, 2017

Get a preview of our new course From Data to Insights with Google Cloud Platform, which includes hands-on exercises using BigQuery and Google Data Studio.

Guide to using Google BigQuery on Microsoft PowerShell

Wednesday, August 23, 2017

Learn how to use PowerShell cmdlets that script to BigQuery commands straight from the PowerShell environment.

Analyzing errors in Cloud Dataflow with Stackdriver Error Reporting

Tuesday, August 22, 2017

Learn how you can use Stackdriver Error Reporting to monitor and debug your Cloud Dataflow jobs

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