Tag: Machine learning
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Mastering Python for Data Science: Beyond the basics
Posted on March 18, 2024, Level beginner Resource Length medium
Python reigns supreme in the data science world, yet many aspiring (and even veteran) data scientists only scratch the surface of its true capabilities. To truly master data analysis with Python, you must venture beyond the basics and use advanced techniques tailored for efficient data manipulation, parallel processing, and leveraging specialized libraries. By Nahla Davies.
Tags python app-development web-development big-data machine-learning
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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 robotics cio miscellaneous 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 gcp servers machine-learning ai performance 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 gcp machine-learning big-data performance cio
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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 iot how-to machine-learning big-data performance robotics
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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 machine-learning android performance cio
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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 machine-learning app-development bots
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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 how-to machine-learning big-data performance
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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 cio ai big-data machine-learning
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Best Single Board Computer (SBC) for education
Posted on December 24, 2023, Level beginner Resource Length medium
Single-board computers (SBCs) can be a powerful tool for education. Here are some of the things that SBCs can do for education. SBCs can promote various subjects and topics for educators. SBCs can be a powerful tool for education, helping to equip students with the skills and knowledge they need to succeed in the 21st century, such as collaborative learning, creativity and innovation, technical skills, etc. By DFRobot.
Tags robotics ai data-science learning machine-learning
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How did the invention of the microprocessor change the course of computing history?
Posted on December 23, 2023, Level beginner Resource Length medium
From the humble beginnings of a single microchip, the microprocessor emerged as a catalyst for technological advancement and a key driver of computing evolution. Its invention marked a turning point in the history of computing, igniting a revolution that continues to shape our digital world today. By Marcin Wieclaw.
Tags robotics ai performance miscellaneous machine-learning
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The current state of quantum computing in 2023
Posted on December 22, 2023, Level beginner Resource Length long
In June 2023 an IBM computing executive claimed quantum computers were entering the “utility” phase, in which high-tech experimental devices become useful. In September, Australia's Chief Scientist Cathy Foley went so far as to declare "the dawn of the quantum era". Obviously, quantum computers are having a moment. But – to step back a little – what exactly are they? By Christopher Ferrie.
Tags robotics ai open-source frameworks machine-learning