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AI for Engineers 101

15 articles

What are the top programming languages for machine learning?

What are the top programming languages for machine learning?

Nikhil Agnihotri August 6, 2026

Artificial intelligence (AI) and machine learning (ML) are continuing to become more mainstream and you’ll find the technology in everything from your smartphone apps and computer programs to smart tech and appliances, and automobiles (think self-driving cars). These technologies are no longer confined to scientific computing and statistical research but have, for the most part, become a…

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What are the top development boards for AI and ML?

What are the top development boards for AI and ML?

Nikhil Agnihotri August 5, 2026

Machine learning (ML) and artificial intelligence (AI) are no longer limited to high-end servers or cloud platforms. Thanks to new developments in integrated circuits (IC) and software technology, it’s possible to implement ML algorithms and deep learning neural networks on tiny controllers and microcomputers. And these embedded devices installed at edges must no longer rely…

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What’s the symbiosis between AI and solid-state transformers?

What’s the symbiosis between AI and solid-state transformers?

Jeff Shepard June 28, 2026

There’s a critical symbiosis between artificial intelligence (AI) and solid-state transformers (SSTs), especially in hyperscale data centers, green energy systems, and electric vehicle (EV) infrastructure. Those applications increasingly rely on SSTs to maximize efficiency, and SSTs use AI to monitor, manage, and optimize complex grid dynamics and power conversion. Individual AI computing clusters in hyperscale […]

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Top AI domains and career paths in 2026

Top AI domains and career paths in 2026

Nikhil Agnihotri August 4, 2026

Artificial intelligence crossed a critical threshold in 2026. AI is no longer confined to research labs or narrow pilot programs. It sits at the strategic core of nearly every major industry, with global AI spending projected to exceed $2 trillion in 2026 alone. That is a 36% year-over-year increase. Enterprise adoption has reached 88%, though…

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How to choose the ideal AI subscription in 2026

How to choose the ideal AI subscription in 2026

Nikhil Agnihotri August 4, 2026

The artificial intelligence (AI) subscription market in 2026 has become one of the most saturated categories in consumer software. Nearly every major AI assistant now starts at around $20 per month for its flagship individual plan, making it challenging for users to understand which platform actually offers the best value for their needs. ChatGPT Plus,…

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What are the top edge AI chips of 2025?

What are the top edge AI chips of 2025?

Nikhil Agnihotri July 31, 2026

Edge AI refers to deploying artificial intelligence (AI) algorithms and models directly on local devices like sensors, smartphones, or Internet-of-Things (IoT) devices. This approach includes edge computing, which processes data closer to where it’s generated rather than sending it to a centralized Cloud for analysis. According to a report by Gartner, by the end of…

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What are the types of AI chips and how are they classified?

What are the types of AI chips and how are they classified?

Nikhil Agnihotri July 25, 2026

The demand for artificial Intelligence (AI) chips is increasing due to their suitability in certain AI applications. This development mirrors the rise of Graphic Processing Units (GPUs) for 3D applications years ago. However, traditional CPUs and even GPUs often fall short in handling the unique demands of AI workloads, prompting the emergence of AI-specific chips.…

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OpenClaw is open-source edge AI for (almost) every application

OpenClaw is open-source edge AI for (almost) every application

Jeff Shepard June 29, 2026

OpenClaw is being touted as the “operating system for personal AI.” It’s being supported by a wide array of companies, including NVIDIA. Target applications range from generative and agentic AI in consumer devices like smartphones, edge applications like medical devices, and physical AI (PAI) in robotics. Formerly called Clawdbot, OpenClaw is designed to fill a […]

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RISC-V for artificial intelligence, machine learning, and embedded systems

RISC-V for artificial intelligence, machine learning, and embedded systems

Jeff Shepard June 19, 2026

Several RISC-V development efforts are targeting applications such as artificial intelligence (AI), machine learning (ML), deep learning (DL), and other high-performance embedded applications. The previous two FAQs in this series considered the capabilities of RISC-V and the near-term risks associated with the technology, and the growing availability of tools that are helping to reduce the […]

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What are the different types of AI ASICs?

What are the different types of AI ASICs?

Nikhil Agnihotri June 18, 2026

In the previous article, we discussed the different types of AI chips. Among these, ASICs play a significant role. Compared to GPUs, ASICs are faster and more power-efficient, thanks to their customized architectures designed for specific AI tasks or algorithms. One common misconception about AI ASICs is that they’re used solely for inference applications. However,…

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How does AI use sensors for object recognition?

How does AI use sensors for object recognition?

Randy Frank June 17, 2026

In addition to its use in facial recognition, artificial intelligence (AI) also plays a critical role in advancing object recognition. Perhaps one of key and leading-edge applications for AI is in image recognition and diagnostics in healthcare. According to a technology assessment report published by the U.S. Government Accountability Office (GAO) with content from the […]

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How do sensors play into AI’s facial recognition capabilities? Part 1

How do sensors play into AI’s facial recognition capabilities? Part 1

Randy Frank June 17, 2026

Among the growing number of applications for artificial intelligence (AI) is advanced imaging capabilities for reliable facial recognition. Reliability is required for effective analysis by law enforcement agencies, access to commercial or industrial complexes, travel, or even a homeowner. While AI enables complex analysis and performs it in a remarkably short timeframe, effective analysis requires […]

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How does artificial intelligence relate to immersive audio?

How does artificial intelligence relate to immersive audio?

Jeff Shepard June 17, 2026

Tools like neural networks (NNs), machine learning (ML), and artificial intelligence (AI) are being applied to hard problems related to immersive audio. This FAQ will examine how NNs and ML are being used to up-mix audio tracks into their original constituent parts, how NNs are being used to produce personalized head-related transfer functions (HRTFs) and […]

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