New tool uses machine learning to personalize emails
Most marketing email gets personalized using a static template which limits the amount of information that can be tweaked for each recipient.
Marketing automation company Boomtrain is launching a new platform, Boomtrain Editor, that adds advanced machine learning personalization regardless of email provider. It predicts the optimal email content for each recipient, and can then be applied by simply dragging and dropping it into a customizable template.
Bringing machine learning to the masses [Q&A]
Big businesses are increasingly recognizing the potential of data science and machine learning. Until recently, however, it hasn't been readily available to smaller organizations and individuals.
But now companies like Amazon and Google are beginning to make machine learning available more widely. Is this the start of a new trend? What will it mean for businesses, and will we see the rise of a new generation of ‘citizen data scientists’?
Microsoft gives Distributed Machine Learning Toolkit to the open source community
While Microsoft may be looked at as the enemy of open source, it actually does contribute to the cause. In fact, I am comfortable saying that the company embraces open source; although closed source ideology will always be its "bread and butter".
Today, the Windows-maker announces that it is making yet another one of its projects open source. The Distributed Machine Learning Toolkit seems quite interesting and could prove valuable.
New machine learning solution delivers insight into VMware environments
As many businesses have shifted their systems to VMware environments they have a need for real-time insights into application and server performance, efficiency, and reliability.
To meet this need SIOS Technology is announcing the latest release of its SIOS iQ machine learning analytics software. This offers new features to deliver accuracy and precision in performance analysis for VMware environments.
Machine learning solution helps to fight fraud
Data is an essential part of combating and preventing fraud, but many organizations lack the data science and engineering teams needed to allow them to exploit the information they have effectively.
Big data company Feedzai is launching its new Data Science Studio software that uses artificially intelligent, machine-based learning to help prevent fraud.
Machine learning helps build better applications
New toolkits and training for developers allowing them to create intelligent applications have been launched by machine learning company Dato.
Developers can use Dato Toolkits to build software that uses machine learning technology, combining historical data and real time user interaction to make predictions and decisions to deliver rich and adaptive experiences to their users.
DataSift brings machine learning to analyzing social data
Information from social media is becoming more and more important to many companies. But extracting data and getting something useful from it can prove difficult.
Business intelligence specialist DataSift is launching a new technology called VEDO Intent, which aims to take social analysis further, gaining more nuanced insights into markets and customers using machine learning.
Machine learning simplifies managing VMware environments
With a mix of on-site, virtual and hybrid environments, today's IT systems are increasingly complex and time consuming to manage. Yet traditional monitoring tools can result in information overload.
For businesses using VMware environments, SIOS Technology Corp is launching a new solution that applies machine learning techniques to IT analytics.
Machine learning speeds up web application load times
The increase in web application use means that we're loading more code than ever into our browsers. According to httparchive, the amount of JavaScript used by the top 100 websites has almost tripled in the last three years whilst HTML has almost doubled. This has performance implications because larger page-sizes mean end users have to wait significantly longer for web pages to load.
California-based cloud delivery service Instart Logic is hoping to improve things with the launch of SmartSequence, a new technology that employs machine learning to optimize how HTML and JavaScript code is loaded in browsers.
DataRPM brings machine learning to big data
We constantly hear about the benefits big data can bring to organizations, but a shortage of expertise means that many are missing out. A recent McKinsey report reckoned that the US alone faces a shortage of up to 190,000 people with big data skills.
In order to overcome this DataRPM is introducing Smart Machine Insights which uses machine learning to automatically model data, perform advanced statistical analyses, and present key insights to users in an easy to use visual format.
Microsoft's view of 2015: Internet of Things, security, and machine learning
Companies are always forward-looking, but it's at this time of year that this is really focused on. Consumers are excited to see what products they'll be able to get their hands on in the year ahead, businesses want to know what services the coming year has to offer, and technology enthusiasts are keen to learn about what projects are in the works.
Today, Microsoft shares its view of which areas of technology are going to be of the greatest importance for businesses in 2015. Corporate Vice President, Enterprise and Partner Group, Susan Hauser believes that security will continue to be strengthened, the Internet of Things will grow, and predictive tools will be more heavily utilized.
Microsoft adds real-time analytics and machine learning support to Azure services
Microsoft has announced the addition of several new features to its Azure data services platform to support Apache Hadoop.
Azure HDInsight will gain support of real-time analytics for Apache Hadoop and Azure Marketplace will benefit from new machine learning capabilities.
GraphLab unleashes the power of machine learning
The increased demand for solutions based on big data has led to something of a shortage of data scientists, which means in many cases companies are struggling to unlock the information they already have.
A new tool from data specialist GraphLab provides enterprise-grade machine learning to simplify and automate the handling of big data. By bringing together ease of use and computing scale the software makes it possible for one data scientist to do the job of many.
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