A recent press release states, “H2O.ai, the open source leader in AI and Machine Learning, today announced that H2O Driverless AI, the award-winning automatic machine learning platform, and H2O4GPU, the open source GPU-accelerated machine learning package, are now optimized for the new NVIDIA-powered Data Science Workstations with NVIDIA Quadro RTX GPUs and NVIDIA CUDA-X AI […]
Cybersecurity Data Science: Minding the Growing Gap
Click to learn more about author Scott Mongeau. Following cybersecurity Data Science best practices can help beleaguered and resource-strapped security teams transform Big Data into smart data for better anomaly detection and enterprise protection. Future Shock: Growing Vulnerabilities and Liabilities The consequences of ignoring security challenges are rising. According to the Cisco 2018 Annual Cybersecurity […]
The State of Data Education: Bringing IT and the Business Together
There’s something missing in the way that many higher education institutions educate students about the intersection between technology and business. The problem: they often don’t. There just isn’t enough focus on getting those people who are studying the science – and art – of working with data to also work in tandem with business peers […]
Accenture Launches Applied Intelligence Platform to Help Clients Use AI
According to a recent press release, “Accenture launched its Applied Intelligence Platform today at Mobile World Congress, Barcelona, to make it easier for clients to transform the enterprise through artificial intelligence (AI). The new platform allows organizations to apply pre-configured self-learning industry solutions, as well as develop new solutions, without the need for deep data […]
What is Automated Machine Learning (AutoML)?
Click to learn more about author Kartik Patel. What is Automated Machine Learning? Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distribute data across the enterprise and use that data to predict, plan and achieve revenue goals. With the right tools, today’s average business user […]
Data Science in 90 Seconds: Ridge Regression
Click to learn more about video blogger Laura Kahn. This is Lesson 12 in the Data Science in 90 Seconds video blog series from host Laura Kahn. The series covers some of the most prominent questions in Data Science such as Supervised and Unsupervised Learning, K-Means Clustering, Naive Bayes, Decision Trees and Random Forests, Ridge Regression, […]
Talend and RapidMiner Partner to Operationalize Artificial Intelligence
A new press release reports, “Talend, a global leader in cloud integration solutions, announced that Talend Data Fabric and Talend’s Stitch Data Loader will now integrate with RapidMiner Server and RapidMiner AI Cloud to help global enterprises operationalize data science and AI. Global business value derived from artificial intelligence (AI) was projected to total $1.2 […]
In-Memory Database Advancements Lead to Data-Driven Success
“Our recent research shows that companies now agree that data is the most important asset in an organization today – sometimes even more than human resources,” said Mathias Golombek, CTO for Exasol in a recent DATAVERSITY® interview. Yet evolving technology and organizational issues have led to separated systems, data silos, and lost opportunities. “The question […]
Neural Machine Translation with Sequence to Sequence RNN
Click to learn more about author Rosaria Silipo. The co-authors of this column were Kathrin Melcher and Simon Schmid Automatic machine translation has been a popular subject for machine learning algorithms. After all, if machines can detect topics and understand texts, translation should be just the next step. Machine translation can be seen as a […]
Data Lineage and Metadata Management: An Innovative Approach
“Every day, companies need to track and trace data movement processes through metadata discovery and data lineage,” emphasizes Amnon Drori, CEO and co-founder of Octopai. This task has not been easy and has often frustrated Drori throughout his twenty-year career. In the past, Drori’s teams have had to spend time checking and rechecking data, a […]