Topic: artificial intelligence

Amazon aims to democratize deep learning with new library AutoGluon

Amazon has launched a new open-source library that will make it easier for developers to deploy machine learning models. With AutoGluon, Amazon aims to help developers deploy their models using just a few lines of code.  “We developed AutoGluon to truly democratize machine learning, and make the power of deep learning available to all developers,” … continue reading

Continuous Deployment for ML: The new software development life cycle

The new software development life cycle means working out ways to adapt the SDLC for your machine learning workflow and teams. With data scientists currently spending large chunks of their time on infrastructure and process instead of building models, finding ways to enable the SDLC to work effectively with machine learning is critical for not … continue reading

Implications and practical applications for AI and ML in embedded systems

“Civilization advances by extending the number of important operations we can perform without thinking about them.” —Alfred North Whitehead, British mathematician, 1919 Hailed as a truly transformational technology, artificial intelligence (AI) is positioned to disrupt businesses either by enabling new approaches to solving complex problems, or threatening the status quo for whole business sectors or … continue reading

Software predictions for 2020 from around the industry

Thought leaders weigh in on what we can expect from the software development industry in 2020: Adam Scroggin, CEO of CardBoard DevOps will continue to be key as we move toward 2020. Software teams will notice more and more that once a product is released, it is not done. Software products are never done. We … continue reading

Report: Interest in AI continues to skyrocket

The Human-Centered Artificial Intelligence lab at Stanford University has just released their AI Index 2019 Report. According to the lab, this report is one of the most comprehensive AI studies ever performed.  For the report, the researchers took an interdisciplinary approach in order to discover patterns about AI’s impact on every industry, from national economics … continue reading

Cloudera calls for open standards for MLOps

Cloudera is calling for industry-wide participation in setting open standards for machine learning operations (MLOps) and machine learning model governance. Cloudera believes that community participation in developing these standards will ensure that companies can leverage their machine learning investments and pave a path for the future.  RELATED CONTENT: AI ethics: Early but formative days Ethical … continue reading

Azure Cognitive Search brings knowledge mining to the enterprise

Microsoft Azure Search will now be known as Azure Cognitive Search to signify the next wave of artificial intelligence in the enterprise.  According to Microsoft, the first wave of AI was built for narrow apps, or training a single mode for a specific task. “What’s been challenging, however, is that these models individually can’t capture … continue reading

Red Hat Process Automation adds predictive modeling in latest release

In its latest release of Red Hat Process Automation, Red Hat added new applied AI capabilities that will enable predictive modeling. The company also added support for the development of process- and decision-based business applications through micro-frontend architectures.  Red Hat Process Automation is a toolset that enables customers to intelligently automate their business decisions and … continue reading

Google brings TensorFlow to the enterprise

Google is bringing its open-source platform for machine learning to the enterprise. According to the company, enterprises that want to use TensorFlow struggle because of the higher demands and expectations they have for running ML workloads.  TensorFlow Enterprise will feature enterprise-grade support, cloud scale performance and managed services. “Together, these services and products can accelerate … continue reading

Gartner’s top 10 technology trends for 2020

Gartner revealed its top 10 strategic technology trends for the next year at its IT Symposium/Xpo 2019 conference in Orlando.  According to the company, a strategic technology trend is one that has the potential to disrupt the industry and break out into broader impact and use.  Unlike last year’s trends, this year’s trend does not … continue reading

TensorFlow 2.0 Diagram

Google expands machine learning capabilities with TensorFlow 2.0 and updates to its Vision AI portfolio

Google is making a number of advances in the area of machine learning this week, from the release of TensorFlow 2.0 to updates to its Vision AI portfolio.  TensorFlow is Google’s open-source machine learning library. Version 2.0 provides an ecosystem of tools for developers and researchers looking to push the boundaries of machine learning and … continue reading

Eggplant Uses AI to Keep Users Happy and Drive Business Outcomes

Everyone wants to test faster and cheaper, but they forget about testing smarter in the process. A recent report from the test automation company Eggplant found improving customer experience is the number one priority for organizations, but almost half of businesses are having trouble testing for real user experience. The research also found that business … continue reading

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