Tag: Ai and machine learning
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Using generative AI to write code: A guide for researchers
Posted on February 29, 2024, Level beginner Resource Length medium
Generative AI is increasingly used to draft, edit, annotate and debug code. It's not just industry software developers who are taking advantage of the tools it has to offer. Those who develop and use software for academic research are benefitting from them too. So how do you make the best use of generative AI for coding in a research context? As software engineers with The Alan Turing Institute's Research Engineering Group (REG) and PhD Enrichment scheme, we've been asking ourselves just this question. Here, we share our thoughts, along with some tips for researchers. By Ed Chalstrey and Anastasiia Grishina.
Tags ai-and-machine-learning cloud-and-infrastructure software-engineering product-and-design leadership-and-career miscellaneous
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AI-enhanced code reviews: Improving software quality and efficiency
Posted on January 28, 2024, Level beginner Resource Length long
Code reviews have long been a critical practice in software development. They serve as a quality control mechanism, ensuring that code is not only functional but also maintainable, secure, and efficient. However, traditional manual code reviews come with their own set of challenges, such as time consumption and the potential for human error. This is where AI code reviews come in. By Ritvik Gupta.
Tags software-engineering ai-and-machine-learning how-to frontend-and-mobile product-and-design
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How to use low-code to enable machine learning
Posted on January 26, 2024, Level beginner Resource Length medium
Can low-code enable machine learning? Certainly. In fact, it's an excellent method for simplifying and accelerating the use of machine learning–and enabling developers without data science backgrounds to build software powered by machine learning. In this blog, I make the case for using low-code to develop machine learning apps. By Forsyth Alexander.
Tags business-and-emerging-tech leadership-and-career miscellaneous ai-and-machine-learning
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Intel dives deeper into AI with new mobile and server processors
Posted on January 18, 2024, Level beginner Resource Length medium
Intel's momentus "AI Everywhere" campaign to show it is a strong competitor in the AI chip arena moved into high gear Thursday. CEO Pat Gelsinger and top executives argued the company can help customers with AI training and inference jobs across huge data centers as well as aboard AI PCs and even on smaller mobile devices. By Matt Hamblen.
Tags cloud-and-infrastructure ai-and-machine-learning software-engineering miscellaneous
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FinOps sketchnotes: Introducing cloud FinOps
Posted on January 17, 2024, Level intermediate Resource Length medium
Transitioning to the cloud means more than just migrating your workloads or building innovative new apps. While it's a great first step for your organization, it's just the beginning. To truly maximize the value of your cloud investments requires a fundamental shift in mindset and culture to rethink how your organization operates when imbued with technology. By Eric Lam and Pathik Sharma.
Tags cloud-and-infrastructure ai-and-machine-learning data-and-analytics software-engineering leadership-and-career
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Everything you need to know about Arduino shields
Posted on January 16, 2024, Level intermediate Resource Length medium
Arduino is a popular open-source electronics platform that has revolutionised the world of DIY projects. With its powerful microcontrollers and versatile programming environment, Arduino allows enthusiasts and professionals alike to bring their creative ideas to life. One of the key features that make Arduino even more powerful is the availability of shields. By Jack Portley.
Tags business-and-emerging-tech how-to ai-and-machine-learning data-and-analytics software-engineering
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ARM Blackhawk CPU: Can Cortex-X5 help Android beat Apple chipset performance?
Posted on January 13, 2024, Level beginner Resource Length short
It's no secret that Android processors, whether Qualcomm or MediaTek, have consistently lagged behind Apple in terms of raw performance. However, a recent report from Moor Insights and Strategy suggests that after decades of trailing, ARM could narrow the gap and potentially surpass Apple's offerings with the upcoming Cortex X5 CPU core. By Hisan Kidwai.
Tags miscellaneous ai-and-machine-learning frontend-and-mobile software-engineering leadership-and-career
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Privacy, security, accuracy: How AI chatbots are handling your deepest data concerns
Posted on January 12, 2024, Level beginner Resource Length medium
ChatGPT is an amazing tool – millions of people are using it to do everything from writing essays and researching holidays to preparing workout programs and even creating apps. The potential of generative AI feels endless. By Niamh O'Connor.
Tags ai-and-machine-learning product-and-design
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TOPS AI vs. real world performance
Posted on January 10, 2024, Level beginner Resource Length short
Burgeoning machine learning and AI emerging use cases promise to create significant value for industries via accelerated information processing and increased accuracy of decision-making. But machine learning models are compute-intensive, demand high-frequency, and real-time AI analysis scenarios, which has led enterprises to lean on performance guidance using the metric Trillions of Operations Per Second (TOPS). TOPS captures "how many mathematical operations can an accelerator deliver in one second?" to compare and identify the best accelerator for a given inference task. By Rehan Hameed.
Tags ai-and-machine-learning how-to data-and-analytics software-engineering
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Azure OpenAI Service powers the Microsoft Copilot ecosystem
Posted on January 3, 2024, Level beginner Resource Length medium
Many AI systems are designed for collaboration: Copilot is one of them. Copilot—powered by Microsoft Azure OpenAI Service—allows you to simplify how you design, operate, optimize, and troubleshoot apps and infrastructure from cloud to edge. It utilizes language models, the Azure control plane, and insights about your Azure and Arc-enabled assets. All of this is carried out within the framework of Azure's steadfast commitment to safeguarding data security and privacy. By Andy Beatman Senior Product Marketing Manager, Azure AI.
Tags ai-and-machine-learning architecture-and-apis frontend-and-mobile product-and-design cloud-and-infrastructure
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Four AI trends small businesses should watch in 2024 and beyond
Posted on December 29, 2023, Level beginner Resource Length short
Until recently, the applications of artificial intelligence have remained in the hands of scientists, engineers and big business. But for the first time in history, anyone with an internet connection and keyboard can harness this technology. AI-powered tools – like OpenAI's ChatGPT – have well and truly captured the public's attention. By Alex von Schirmeister.
Tags miscellaneous leadership-and-career ai-and-machine-learning data-and-analytics
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NVIDIA supercharges Hopper, the world's leading AI computing platform
Posted on December 28, 2023, Level beginner Resource Length short
HGX H200 systems and cloud instances coming soon from world's top server manufacturers and cloud service providers. NVIDiA supercharged the world's leading AI computing platform with the introduction of the NVIDIA HGX™ H200. Based on NVIDIA Hopper™ architecture, the platform features the NVIDIA H200 Tensor Core GPU with advanced memory to handle massive amounts of data for generative AI and high performance computing workloads. By @nvidia.
Tags miscellaneous leadership-and-career ai-and-machine-learning architecture-and-apis