James Kobielus

Contributor

James Kobielus is principal analyst at Franconia Research.

How data analysis, AI, and IoT will shape the post-pandemic ‘new normal’

How data analysis, AI, and IoT will shape the post-pandemic ‘new normal’

Only a common public health infrastructure of AI, cloud computing, streaming, and the Internet of Things can marshal our data against pandemics

GPipe and PipeDream: Scaling AI training in every direction

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

Coding together apart: Software development after COVID-19

Coding together apart: Software development after COVID-19

Distance collaboration may become standard practice, aided by group collaboration tools

Coding together apart: Software development after COVID-19

Coding together apart: Software development after COVID-19

Distance collaboration may become standard practice, aided by group collaboration tools

TensorFlow deepens its advantages in the AI modeling wars

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

AI companies plant the seeds for quantum machine learning

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

Boosting AI’s smarts in the absence of training data

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

Keeping your enterprise AI expertise up to speed

Keeping your enterprise AI expertise up to speed

AI is such a significant force, you can’t afford not to stay on top of the ever-changing developments

Making AI’s arcane neural networks accessible

Making AI’s arcane neural networks accessible

Data scientists remain in hot demand, but they will give up more of their core functions this year and beyond to automated tools

Mitigating the risks of the AI black box

Mitigating the risks of the AI black box

If we don’t understand how machine learning works, how can we trust it? Increasing model transparency creates risks as well as rewards

Artificial intelligence predictions for 2020

Artificial intelligence predictions for 2020

Machine learning applications, tools, techniques, platforms, and standards will see big changes in the next year

Artificial intelligence predictions for 2020

Artificial intelligence predictions for 2020

Big changes in machine learning applications, tools, techniques, platforms, and standards are on the horizon

Boutique clouds rise on multicloud and microservices

Boutique clouds rise on multicloud and microservices

Hoping to avoid cloud vendor lock-in, enterprises are moving workloads to niche providers

Open source transparency comes to root of trust hardware

Open source transparency comes to root of trust hardware

Contrary to conventional wisdom, an open source approach like Google’s OpenTitan could ensure that roots of trust stay trustworthy

Handicapping the AI modeling horse race

Handicapping the AI modeling horse race

AI has become a core focus for application developers everywhere. It’s as hot in the consumer space as it is in business, industry, research, and government

Will data gravity favor the cloud or the edge?

Will data gravity favor the cloud or the edge?

An industry standard confidential computing framework could unlock secure data processing at both the center and the edge

The data lake is becoming the new data warehouse

The data lake is becoming the new data warehouse

Platforms like AWS Lake Formation and Delta Lake point toward a central hub for decision support and AI-driven decision automation

Knative may be the serverless computing standard you need

Knative may be the serverless computing standard you need

The proliferation of serverless platforms has raised a very real specter of siloes and lockin for early adopters

Key enterprise cloud trends for 2019

Key enterprise cloud trends for 2019

As businesses modernize their computing and networking architectures, cloud-native architectures are the principal target environments

Reinforcement learning comes into AI’s mainstream

Reinforcement learning comes into AI’s mainstream

Developers now have the tools to get started with this revolutionary technology that is poised to become mainstream

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