BT

New Early adopter or innovator? InfoQ has been working on some new features for you. Learn more

Cloud Follow 56 Followers

Microsoft Updates AI Services and Tools for Data Scientists and Developers

by Kent Weare Follow 7 Followers on  Sep 30, 2017

At the recent Ignite conference, Microsoft released several updates related to its Artificial Intelligence (AI) services and tools. These updates include the release of the Azure ML Experimentation service, Azure ML Model Management service, Azure ML Workbench and the general availability of Microsoft Cognitive Services.

Data Science Follow 274 Followers

Q&A with Andrew Brust of Datameer Regarding Big Data's Role in AI

by Rags Srinivas Follow 2 Followers on  Jul 31, 2017

Rags Srinivas talks to Datameer's Andrew Brust about the larger role of Big Data in AI and how it's operationalized with SmartAI.

Cloud Follow 56 Followers

Microsoft Updates Azure IoT Platform: Adds Connectivity, Time Series Insights and Edge Analytics

by Kent Weare Follow 7 Followers on  Apr 29, 2017

Microsoft has recently made some announcements regarding their Internet of Things (IoT) capabilities within Azure. Microsoft’s news includes adding a new service called Azure Time Series Insights, additional connectivity platform support for OPC UA/DA and Azure Stream Analytic support on edge devices. In addition, Microsoft also announced a new SaaS-based IoT Solution called Azure IoT Central.

Data Science Follow 274 Followers

Data Preparation Pipelines: Strategy, Options and Tools

by Srini Penchikala Follow 13 Followers on  Apr 16, 2017

Data preparation is an important aspect of data processing and analytics use cases. Business analysts and data scientists spend about 80% of their time gathering and preparing the data rather than analyzing it or developing machine learning models. Kelly Stirman spoke last week at Enterprise Data World 2017 Conference about the data preparation best practices.

Data Science Follow 274 Followers

Julien Le Dem on the Future of Column-Oriented Data Processing with Apache Arrow

by Alexandre Rodrigues Follow 0 Followers on  Dec 08, 2016 1

Julien Le Dem, the PMC chair of the Apache Arrow project, presented on Data Eng Conf NY on the future of column-oriented data processing. Apache Arrow is an open-source standard for columnar in-memory execution. InfoQ interviewed Le Dem to find out the differences between Arrow and Parquet.

Data Science Follow 274 Followers

Microservices and Stream Processing Architecture at Zalando Using Apache Flink

by Srini Penchikala Follow 13 Followers on  Oct 31, 2016 1

Javier Lopez and Mihail Vieru spoke at Reactive Summit 2016 Conference about cloud-based data integration and distribution platform used for stream processing in business intelligence use cases. Their solution is based on technologies such as Flink, Kafka and Elasticsearch.

Data Science Follow 274 Followers

Stream Processing and Lambda Architecture Challenges

by Alexandre Rodrigues Follow 0 Followers on  Oct 19, 2016 4

Lambda architecture has been a popular solution that combines batch and stream processing. Kartik Paramasivam at LinkedIn wrote about how his team addressed stream processing and Lambda architecture challenges using Apache Samza for data processing. The challenges described are the late arrival of events and the processing of duplicated messages.

Data Science Follow 274 Followers

Reactive Summit 2016 Conference: Reactive Microservices and Staging Data Pipelines

by Srini Penchikala Follow 13 Followers on  Oct 08, 2016

Reactive microservices, data center scale operating system (DCOS), and staging reactive data pipelines were the highlighted topics at Reactive Summit 2016 Conference held this week. InfoQ team attended the conference and this post is a summary of the first day's events at the conference.

Data Science Follow 274 Followers

Data Streaming Architecture with Apache Flink

by Srini Penchikala Follow 13 Followers on  Jun 09, 2016

Jamie Grier recently spoke at OSCON 2016 Conference about data streaming architecture using Apache Flink. He talked about the building blocks of data streaming applications and stateful stream processing with code examples of Flink applications and monitoring.

Data Science Follow 274 Followers

Elephant in the Cloud - Hadoop as a Service

by Srini Penchikala Follow 13 Followers on  May 02, 2016 2

Hadoop and other big data technologies revolutionized the way organizations run data analytics but the organizations are still facing challenges with operating costs of using these technologies for on-premise data processing. Ashish Thusoo recently spoke at Enterprise Data World Conference about Hadoop as a service offering that helps organizations bridge the gaps with these capabilities.

Data Science Follow 274 Followers

Google Cloud Machine Learning and Tensor Flow Alpha Release

by Dylan Raithel Follow 4 Followers on  Apr 18, 2016

Late last month Google released an alpha version of their TensorFlow (TF) integrated cloud machine learning service as a response to a growing need to make their Tensor Flow library to run at scale on the Google Cloud Platform (GCP). Google describes several new feature sets around making TF usage scale by integrating several pieces of the GCP like Dataproc, a managed Hadoop and Spark service.

Cloud Follow 56 Followers

Microsoft Releases Power BI Embedded Preview

by Kent Weare Follow 7 Followers on  Apr 17, 2016

Recently at the 2016 Build Event in San Francisco, Microsoft announced a change to their Power BI offering. The update comes in the form of giving customers and ISVs with the ability to embed Power BI reports within their own applications. Microsoft is calling this service Power BI Embedded and it is currently in preview.

Data Science Follow 274 Followers

Funnel Analysis at Twitter for Improving User Engagement

by Srini Penchikala Follow 13 Followers on  Feb 25, 2016

Funnel analysis is used to analyze a sequence of events to help with user engagement on a website or a mobile application. Data Science team at Twitter uses this concept to learn how users interact with user interfaces during sign up or tweeting for improving user engagement with Twitter.

Data Science Follow 274 Followers

IBM Extends its Cloud Data Analytics Services

by Abel Avram Follow 4 Followers on  Feb 06, 2016

IBM has announced four new data services: Analytics Exchange, Compose Enterprise, Graph, and Predictive Analytics. IBM’s new data services are meant to enable users to analyze their own data or get access to datasets provided by IBM. While some of the services run on Bluemix, for others the data can be deployed on other clouds, including private ones.

Data Science Follow 274 Followers

How Airbnb Uses Net Promoter Score to Predict Guest Rebooking

by Srini Penchikala Follow 13 Followers on  Feb 02, 2016 1

Net Promoter Score (NPS) is a customer loyalty metric used to determine the likelihood that a customer will return to a company's website or use their service again. Airbnb uses NPS extensively in measuring the customer loyalty, as a more effective measurement to determine the likelihood that a customer will return to book again or recommend the company to their friends.

Login to InfoQ to interact with what matters most to you.


Recover your password...

Follow

Follow your favorite topics and editors

Quick overview of most important highlights in the industry and on the site.

Like

More signal, less noise

Build your own feed by choosing topics you want to read about and editors you want to hear from.

Notifications

Stay up-to-date

Set up your notifications and don't miss out on content that matters to you

BT