Artificial Intelligence

Artificial Intelligence | News, how-tos, features, reviews, and videos

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How AIOps improves application monitoring

Devops and site reliability engineers are vital to keep applications functioning. AIOps boosts effectiveness another notch

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Career roadmap: Machine learning engineer

Machine learning is one of the most in-demand skills in today’s technology job market. Kyle Hamlin, principal machine learning engineer at Sailthru, discusses what it takes to travel on that career path.

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GPipe and PipeDream: Scaling AI training in every direction

New frameworks Google GPipe and Microsoft PipeDream join Uber Horovod in distributed training for deep learning

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Checking AI bias is a job for the humans

By pre-processing or post-processing data, or even setting datasets to expire, humans can step in to correct machine learning models

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Not all AIops tools are created equal

These tools can solve multicloud complexity issues, but they use very different approaches

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TensorFlow deepens its advantages in the AI modeling wars

Despite complaints about its complexity, TensorFlow supports every AI development, training, and deployment scenario you can imagine

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What is a chief automation officer? And do you need one?

Companies are creating a new C-suite position, chief automation officer, to oversee RPA, indicating how important automation has become in the age of digital transformation.

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AI companies plant the seeds for quantum machine learning

Quantum computing promises to accelerate analytics faster than the speed of light, but it still feels slightly unreal, in spite of the first signs of broad commercialization

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10 questions about deep learning

Learn why neural networks are so powerful, how and where they’re used, and how to get started — no programming necessary

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Is AI ready to fly solo in your data center?

Server vendors, particularly Oracle, are pushing harder on automated, AI-driven server technologies. Are we ready to take our hands off the wheel?

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3 cloud architecture problems that need solutions

With cloud architecture becoming more art than science, some problems are stumping those who are supposed to have all the answers

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Is RPA really an AI process or much less?

Does robotic process automation eliminate mundane tasks or just perpetuate a marginally productive process that should be redesigned in the first place?

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Boosting AI’s smarts in the absence of training data

Zero-shot learning repurposes knowledge through statistical or semantic approaches without needing huge amounts of fresh training data

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How to future-proof your IT career in the age of AI

Worried that artificial intelligence will eliminate tech jobs -- your job specifically? Here’s what you should and shouldn’t focus on in a world of AI.

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Use Azure Cognitive Services to automate forms processing

Form Recognizer brings unsupervised machine learning to paper document processing, and it’s a snap to build into your applications

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Only AI can save us from a world of fakes (a world AI is also creating)

Deepfake video and audio. AI-generated texts, poetry and lyrics. Fake sites. Fake influencers. Fake news. Will life ever be real again?

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Can you put your trust in AIops?

As ops tools morph into AIops, they bring greater value to more complex deployments—if users will let them

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A brief history of artificial intelligence

Despite huge advances in machine learning models, AI challenges remain much the same today as 60 years ago

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