Artificial Intelligence
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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
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.
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
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
Not all AIops tools are created equal
These tools can solve multicloud complexity issues, but they use very different approaches
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
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.
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
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
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?
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
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?
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
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.
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
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?
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
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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