{"product_id":"tensorflow-open-source-machine-learning-plattform-fur-entwickler-🗺️","title":"TensorFlow – Open-Source Machine Learning Plattform für Entwickler 🪴","description":"\u003ch3 data-start=\"211\" data-end=\"237\"\u003e🧠 Was ist TensorFlow?\u003c\/h3\u003e\n\u003cp data-start=\"239\" data-end=\"617\"\u003eTensorFlow ist eine offene Softwarebibliothek für Machine Learning, entwickelt vom Google Brain Team. Sie dient dafür, komplexe Algorithmen zu bauen, neuronale Netze zu trainieren und Modelle für Vorhersagen und Analysen einzusetzen. TensorFlow läuft auf unterschiedlichen Plattformen – von Servern über mobile Geräte bis zu Edge-Computing. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003cspan class=\"ms-1 inline-flex max-w-full items-center relative top-[-0.094rem] animate-[show_150ms_ease-in]\" data-testid=\"webpage-citation-pill\"\u003e\u003ca href=\"https:\/\/www.tensorflow.org\/about?utm_source=chatgpt.com\" rel=\"noopener\" alt=\"https:\/\/www.tensorflow.org\/about?utm_source=chatgpt.com\" class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-[9px] font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-[#F4F4F4]! dark:bg-[#303030]!\" target=\"_blank\"\u003e\u003cspan class=\"relative start-0 bottom-0 flex h-full w-full items-center\"\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eTensorFlow\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+2\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between absolute\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eWikipedia\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+2\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/a\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003chr data-start=\"619\" data-end=\"622\"\u003e\n\u003ch3 data-start=\"624\" data-end=\"658\"\u003e🌟 Vorteile und Besonderheiten\u003c\/h3\u003e\n\u003cul data-start=\"660\" data-end=\"1389\"\u003e\n\u003cli data-start=\"660\" data-end=\"831\"\u003e\n\u003cp data-start=\"662\" data-end=\"831\"\u003e\u003cstrong data-start=\"662\" data-end=\"683\"\u003eHohe Flexibilität\u003c\/strong\u003e – TensorFlow bietet einfache Schnittstellen wie Keras für Einsteiger sowie Low-Level APIs für Spezialfälle. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003cspan class=\"ms-1 inline-flex max-w-full items-center relative top-[-0.094rem] animate-[show_150ms_ease-in]\" data-testid=\"webpage-citation-pill\"\u003e\u003ca href=\"https:\/\/www.tensorflow.org\/about?utm_source=chatgpt.com\" rel=\"noopener\" alt=\"https:\/\/www.tensorflow.org\/about?utm_source=chatgpt.com\" class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-[9px] font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-[#F4F4F4]! dark:bg-[#303030]!\" target=\"_blank\"\u003e\u003cspan class=\"relative start-0 bottom-0 flex h-full w-full items-center\"\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eTensorFlow\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+1\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/a\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"832\" data-end=\"974\"\u003e\n\u003cp data-start=\"834\" data-end=\"974\"\u003e\u003cstrong data-start=\"834\" data-end=\"878\"\u003eGroße Nutzer- und Entwicklergemeinschaft\u003c\/strong\u003e – Open Source Lizenz macht Beitrag durch viele möglich. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003cspan class=\"ms-1 inline-flex max-w-full items-center relative top-[-0.094rem] animate-[show_150ms_ease-in]\" data-testid=\"webpage-citation-pill\"\u003e\u003ca href=\"https:\/\/en.wikipedia.org\/wiki\/TensorFlow?utm_source=chatgpt.com\" rel=\"noopener\" alt=\"https:\/\/en.wikipedia.org\/wiki\/TensorFlow?utm_source=chatgpt.com\" class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-[9px] font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-[#F4F4F4]! dark:bg-[#303030]!\" target=\"_blank\"\u003e\u003cspan class=\"relative start-0 bottom-0 flex h-full w-full items-center\"\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eWikipedia\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+1\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/a\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"975\" data-end=\"1101\"\u003e\n\u003cp data-start=\"977\" data-end=\"1101\"\u003e\u003cstrong data-start=\"977\" data-end=\"1000\"\u003eMultiplattformfähig\u003c\/strong\u003e – Funktioniert auf CPUs, GPUs, mobilen Geräten, auch im Web. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003cspan class=\"ms-1 inline-flex max-w-full items-center relative top-[-0.094rem] animate-[show_150ms_ease-in]\" data-testid=\"webpage-citation-pill\"\u003e\u003ca href=\"https:\/\/www.nvidia.com\/en-us\/glossary\/tensorflow\/?utm_source=chatgpt.com\" rel=\"noopener\" alt=\"https:\/\/www.nvidia.com\/en-us\/glossary\/tensorflow\/?utm_source=chatgpt.com\" class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-[9px] font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-[#F4F4F4]! dark:bg-[#303030]!\" target=\"_blank\"\u003e\u003cspan class=\"relative start-0 bottom-0 flex h-full w-full items-center\"\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eNVIDIA\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+2\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between absolute\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eTechRadar\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+2\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/a\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1102\" data-end=\"1255\"\u003e\n\u003cp data-start=\"1104\" data-end=\"1255\"\u003e\u003cstrong data-start=\"1104\" data-end=\"1131\"\u003eProduktionstauglichkeit\u003c\/strong\u003e – Modelle lassen sich skalieren, deployen, Inferenz möglich mit TensorFlow Serving. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003cspan class=\"ms-1 inline-flex max-w-full items-center relative top-[-0.094rem] animate-[show_150ms_ease-in]\" data-testid=\"webpage-citation-pill\"\u003e\u003ca href=\"https:\/\/www.tensorflow.org\/tfx\/guide\/serving?utm_source=chatgpt.com\" rel=\"noopener\" alt=\"https:\/\/www.tensorflow.org\/tfx\/guide\/serving?utm_source=chatgpt.com\" class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-[9px] font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-[#F4F4F4]! dark:bg-[#303030]!\" target=\"_blank\"\u003e\u003cspan class=\"relative start-0 bottom-0 flex h-full w-full items-center\"\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eTensorFlow\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+2\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between absolute\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eTensorFlow\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+2\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/a\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1256\" data-end=\"1389\"\u003e\n\u003cp data-start=\"1258\" data-end=\"1389\"\u003e\u003cstrong data-start=\"1258\" data-end=\"1280\"\u003eKostenfrei nutzbar\u003c\/strong\u003e – Lizenz Apache 2.0 erlaubt freie Nutzung, Modifikation, Verteilung. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003cspan class=\"ms-1 inline-flex max-w-full items-center relative top-[-0.094rem] animate-[show_150ms_ease-in]\" data-testid=\"webpage-citation-pill\"\u003e\u003ca href=\"https:\/\/en.wikipedia.org\/wiki\/TensorFlow?utm_source=chatgpt.com\" rel=\"noopener\" alt=\"https:\/\/en.wikipedia.org\/wiki\/TensorFlow?utm_source=chatgpt.com\" class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-[9px] font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-[#F4F4F4]! dark:bg-[#303030]!\" target=\"_blank\"\u003e\u003cspan class=\"relative start-0 bottom-0 flex h-full w-full items-center\"\u003e\u003cspan class=\"flex h-4 w-full items-center justify-between\"\u003e\u003cspan class=\"max-w-[15ch] grow truncate overflow-hidden text-center\"\u003eWikipedia\u003c\/span\u003e\u003cspan class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\"\u003e+1\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/a\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr data-start=\"1391\" data-end=\"1394\"\u003e\n\u003ch3 data-start=\"1396\" data-end=\"1419\"\u003e🧭 Vision und Werte\u003c\/h3\u003e\n\u003cp data-start=\"1421\" data-end=\"1638\"\u003eTensorFlow will Machine Learning jedem zugänglich machen – Forschenden, Entwicklerinnen, Kreativen. Ziel ist Innovation fördern, Forschung beschleunigen sowie Lösungen ermöglichen, die reale Probleme adressieren 🌍💡.\u003c\/p\u003e\n\u003chr data-start=\"1640\" data-end=\"1643\"\u003e\n\u003ch2 data-start=\"1645\" data-end=\"1670\"\u003e📦 Produktorganisation\u003c\/h2\u003e\n\u003cul data-start=\"1672\" data-end=\"2096\"\u003e\n\u003cli data-start=\"1672\" data-end=\"1733\"\u003e\n\u003cp data-start=\"1674\" data-end=\"1733\"\u003e\u003cstrong data-start=\"1674\" data-end=\"1694\"\u003eProduktkategorie\u003c\/strong\u003e: Machine Learning Softwarebibliothek\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1734\" data-end=\"1813\"\u003e\n\u003cp data-start=\"1736\" data-end=\"1813\"\u003e\u003cstrong data-start=\"1736\" data-end=\"1750\"\u003eProdukttyp\u003c\/strong\u003e: Open-Source Framework, Bibliothek für Training und Inferenz\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1814\" data-end=\"1853\"\u003e\n\u003cp data-start=\"1816\" data-end=\"1853\"\u003e\u003cstrong data-start=\"1816\" data-end=\"1828\"\u003eAnbieter\u003c\/strong\u003e: Google Brain (Google)\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1854\" data-end=\"1982\"\u003e\n\u003cp data-start=\"1856\" data-end=\"1982\"\u003e\u003cstrong data-start=\"1856\" data-end=\"1873\"\u003eProduktlinien\u003c\/strong\u003e: Keras API, TensorFlow Lite (Mobile\/Edge), TensorFlow.js (Web), TensorFlow Serving (Produktionsdeployment)\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1983\" data-end=\"2096\"\u003e\n\u003cp data-start=\"1985\" data-end=\"2096\"\u003e\u003cstrong data-start=\"1985\" data-end=\"2003\"\u003eRelevante Tags\u003c\/strong\u003e: #MachineLearning 🤖 #DeepLearning #OpenSource 🌱 #KI #NeuralNetworks #Training #Inference\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr data-start=\"2098\" data-end=\"2101\"\u003e\n\u003ch2 data-start=\"2103\" data-end=\"2128\"\u003e🧰 Anwendungsbeispiele\u003c\/h2\u003e\n\u003cul data-start=\"2130\" data-end=\"2413\"\u003e\n\u003cli data-start=\"2130\" data-end=\"2201\"\u003e\n\u003cp data-start=\"2132\" data-end=\"2201\"\u003eBilderkennung, Sprachverarbeitung, Verarbeitung natürlicher Sprache\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"2202\" data-end=\"2262\"\u003e\n\u003cp data-start=\"2204\" data-end=\"2262\"\u003eVorhersagemodelle für Datenanalyse, Forschung, Industrie\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"2263\" data-end=\"2309\"\u003e\n\u003cp data-start=\"2265\" data-end=\"2309\"\u003eMobile Anwendungen mit On-Device-Inference\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"2310\" data-end=\"2350\"\u003e\n\u003cp data-start=\"2312\" data-end=\"2350\"\u003eWebanwendungen mit Modellintegration\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"2351\" data-end=\"2413\"\u003e\n\u003cp data-start=\"2353\" data-end=\"2413\"\u003eForschungsexperimente, Prototyping, Produktionsdeployments\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Antus","offers":[{"title":"Default Title","offer_id":53595635908940,"sku":null,"price":1.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0933\/9011\/1052\/files\/TensorFlow_Open-Source_Machine_Learning_Plattform_f_r_Entwickler.png?v=1760389317","url":"https:\/\/antus.de\/pt\/products\/tensorflow-open-source-machine-learning-plattform-fur-entwickler-%f0%9f%97%ba%ef%b8%8f","provider":"Antus","version":"1.0","type":"link"}