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Tag: artificial intelligence

U.S. Holds Onto Lead in AI, But China Poised for Ascent

The United States is maintaining its early lead over China and the European Union in development and application of artificial intelligence technology, according to a new report from the Information Technology and Innova Read more…

On-Ramp to AI: The Path to Democratize AI Starts with One Class

Artificial Intelligence (AI) is like a superhighway, it’s moving fast, evolving, and growing quickly. Like most things in life, data scientists are not born with AI and Machine Learning (ML) knowledge. They learn it. Read more…

Altair Shows Off Converged Analytics Lineup

If you’re in the market for analytics or machine learning software, you may want to keep your eyes on Altair Engineering. Best known for its product simulation and computer aided engineering software, Altair has quietl Read more…

Understanding the Limits of AI

There’s no denying that artificial intelligence is having a huge impact on our lives. According to PwC, AI will add $16 trillion to the world’s economy over the next 10 years as automated decision-making spreads wide Read more…

What is Feature Engineering and Why Does It Need To Be Automated?

Artificial intelligence is becoming more ubiquitous and necessary these days. From preventing fraud, real-time anomaly detection to predicting customer churn, enterprise customers are finding new applications of machine Read more…

The Current State of AI Bias

Fed by massive amounts of data – data that increases in volume every day – AI solutions have the potential to yield unprecedented insights that can be used to steer business, government, and societal progress. Dat Read more…

Optimizing Utilization Forecasting with Artificial Intelligence and Machine Learning

Contextual blindness is one major risk that IT teams dealing with huge volumes of data are either unaware of or overlook, assuming it to be "the nature of their work." Most IT teams use multiple tools for network analy Read more…

AI Clears the Skies for Tracking Bird Migrations

Bird migrations are so large that they appear on weather radar, filling the skies during spring and fall nights.This data could have been invaluable for ornithological research, but researchers have lacked the tools to e Read more…

AI And Data Streaming In The Enterprise: A Marriage Made In Heaven?

As the adoption of artificial intelligence in the enterprise hits a decisive moment, it is worth examining its relationship with data streaming and how the two technologies share similar adoption challenges. Artificial I Read more…

At ASF 2019: The Virtuous Circle of Big Data, AI, and HPC

We've entered a new phase in IT -- in the world, really -- where the combination of big data, artificial intelligence, and high performance computing is pushing the bounds of what's possible in business and science, in w Read more…

Rethinking Data for AIOps-Driven IT Operations

The rise of the hybrid enterprise is wreaking havoc on IT teams. IT service/operations management (ITSM/ITOM) is more challenging than ever, as infrastructure continues to become more complex, more involved, and more res Read more…

An Alexa for Your Business

Consumers across the globe have gotten into the habit of asking chatbots like Alexa or Siri simple questions, like "When will it stop raining?" and "Who will start game one for the Padres in this year's World Series?" No Read more…

Datanami Unveils 2019 People to Watch

As we look forward into 2019, a select group of leaders in Big Data have stepped ahead of the rest. In this fourth annual People to Watch feature, we’re offering our readers a look at some of the best and brightest Read more…

Industry Speaks: Big Data Prognostications for 2019

"The future isn't what it used to be" the French poet Paul Valery wrote nine decades ago. The same could be said for the big data trend that began in the mid '00s. We're not where many thought we'd be, but the future, in Read more…

Enterprise AI and the Paradox of Accuracy

As more organizations begin to experiment with AI in their internal operations, an interesting paradox is developing. The best way to think about the state of AI is that it behaves as a very powerful “mimic.” If you Read more…

Conversational AI Is Becoming More Mainstream As Demand Increases

Artificial Intelligence (AI) is evolving and showing strong growth for enterprises who are deploying conversation AI for customer service solutions. In the last eighteen months, the demand for conversational AI platforms Read more…

It’s Still Early Days for Machine Learning Adoption

Despite the hype surrounding artificial intelligence, we're still in the early stages of adopting machine learning in the enterprise, according to a new survey released today by O'Reilly Media. The survey also found that Read more…

The Tipping Point for Artificial Intelligence

Artificial intelligence is at a critical point in its evolution. Over the last 500 years, human knowledge and intelligence has originated from evolution, experience, culture, and computers. In the not-so-distant futur Read more…

Three Ways Biased Data Can Ruin Your ML Models

Machine learning provides a powerful way to automate decision making, but the algorithms don't always get it right. When things go wrong, it's often the machine learning model that gets the blame. But more often than not Read more…

Anaconda Enterprise Now Supports GPU Clusters

Organizations that need to train machine learning models on massive amounts of data may be interested in the latest release of Anaconda Enterprise, which adds support for training on GPU clusters. Customers running An Read more…

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