Artificial intelligence high performance (56 Ergebnisse)

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Taschenbuch. Zustand: Neu. Neuware - With this essential guide, you'll learn how to create all kinds of AI-powered projects on Raspberry Pi!Combining Raspberry Pi hardware with artificial intelligence gives you new ways to interact with the world: turn your surroundings into a playing field with computer vision models, predict and adjust to changes in environmental conditions, and engage with people in natural ways.You'll learn how to enhance projects you build with Raspberry Pi computers and microcontrollers, with or without AI accelerator hardware. AI Projects with Raspberry Pi shows you how to run models directly on the CPU and on the Raspberry Pi AI HAT+ and AI HAT+ 2 neural network accelerators. Whether you're using a Raspberry Pi Zero 2 W, Raspberry Pi 4, Raspberry Pi 5, or the ultra-low-cost Raspberry Pi Pico, you'll find something in this guide from Raspberry Pi Press.You'll learn how to:- Identify and categorise objects in pictures or video- Recognise and generate speech- Translate from one language to another- Use generative AI models to create images or text- Train models to make predictions from sensor readings, such as temperature and accelerationThis book starts with a quick overview of the basics of artificial intelligence and machine learning, and then moves on to a variety of hands-on projects you can build yourself. It also includes full-colour illustrations as well as source code you can use in your own Raspberry Pi artificial intelligence adventures!The Raspberry Pi Essentials series offers concise, hands-on learning to the most popular activities for Raspberry Pi's computers and add-on boards. Also available in the series:- Conquer the command line- Simple electronics with GPIO Zero- Make games with Python- Experiment with the Sense HAT.…

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Taschenbuch. Zustand: Neu. Neuware - Imagine this: you've just trained a brilliant predictive model. It works flawlessly on your machine. But the moment you deploy it to a live production environment, everything falls apart. The async web server chokes, memory leaks crash the containers, latency spikes, and your cloud computing bill skyrockets.I've been there. We've all been there. For years, developers simply accepted these scaling nightmares as the unavoidable 'cost of doing AI.' But what if you didn't have to compromise What if you could build a system so lean it runs on a fraction of the hardware, yet so fast it processes thousands of predictions a millisecond The secret isn't buying more expensive GPUs; it's using a more powerful language. Let me show you how trading the bloated comfort of Python for the raw, unforgiving power of Rust will completely transform how you build machine learning applications.What's inside- Deep Learning from Scratch: Build computational graphs, CNNs, and recurrent networks natively in Rust.- Hardware Acceleration: Tap into massive parallel computing power using Nvidia CUDA, Apple Metal, and WebGPU.- The Transformer Revolution: Demystify self-attention and run highly compressed, quantized Large Language Models (LLMs) locally.- Zero Trust Security: Harden your ML pipelines with cryptographic model signatures, distroless Docker containers, and strict data sanitization.- Real-Time Analytics: Construct high-throughput, asynchronous inference engines using Tokio and Axum.Who it's meant forIf you are an AI practitioner tired of deployment bottlenecks, a backend software engineer looking to break into advanced machine learning, or a systems architect tasked with scaling inference to millions of users-this book is exactly for you. You don't need a PhD in advanced calculus, but you do need a hunger to understand how the machine actually works under the hood.The era of slow, bloated AI deployments is over. The future belongs to those who understand the hardware and control the memory. It's time to stop writing simple scripts and start engineering robust systems. Are you ready to break the speed barrier and build the next generation of high-performance intelligence Grab your copy today, and let's start building.…

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Taschenbuch. Zustand: Neu. Neuware - High-performance computing (HPC) and artificial intelligence (AI) in process engineering involve complex system modelling, data analysis, optimization design, and real-time monitoring. Key methods include data integration, model construction, optimization algorithms, machine learning, deep learning, parallel computing, and real-time analytics. These techniques significantly enhance production efficiency, reduce costs, and improve system stability. They also promote industrial intelligence, creating new opportunities and challenges in process engineering. This integration supports the advancement of Industry 4.0 and smart manufacturing.Key Features: - Provides a systematic review of state-of-the-art artificial intelligence technologies and high-performance computing, and their applications in process engineering - Introduces the development of traditional process simulators in process engineering and new numerical solvers based on data-driven and physics-informed neural networks approaches - Provides perspectives of high-performance computing and artificial intelligence from industrial leaders in software and hardware - Aimed at researchers and industrial practitioners in process engineering, manufacturing, data science, artificial intelligence and high-performance computing.…

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Zustand: Hervorragend. Zustand: Hervorragend | Seiten: 302 | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar.

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