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Item #:
201962974
KI-Projekte mit Python: Dein einfacher Einstieg - Generative KI Chatbots Objekterkennung & Co. (mitp Professional)
Item #:
201962974
SAR 170
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- KI-Programmierung leicht gemacht - praktische Projekte ohne überflüssige MathematikEinsatz mächtiger Bibliotheken wie TensorFlow, SpaCy und music21 - auch ohne Vorkenntnisse in PythonMit Programmieraufgaben, Bildern zur Veranschaulichung, Übungsfragen und vielen Anregungen zum AusprobierenStarte direkt mit echten KI-ProjektenMit diesem Buch startest du direkt durch: Du lernst künstliche Intelligenz, indem du selbst programmierst - praxisnah, kreativ und verständlich. Schritt für Schritt entwickelst du spannende KI-Anwendungen mit wenigen Codezeilen: vom Chatbot über Bilderkennung bis hin zur Musik- und Bildgenerierung. Du experimentierst mit maschinellem Lernen und verstehst, wie lernende Systeme wirklich funktionieren. Alles, was du brauchst, sind grundlegende Programmierkenntnisse.Alles dabei - von den Python-Grundlagen bis zu modernen KI-BibliothekenDank klarer Erklärungen und anschaulicher Beispiele findest du dich auch als Einsteiger schnell zurecht. Du lernst alle wichtigen Techniken kennen und setzt sie direkt um - von einfachen Klassifikationsmodellen bis hin zu generativer KI mit GANs, RNNs und Diffusionsmodellen. Dabei nutzt du professionelle Bibliotheken wie NumPy, TensorFlow, Matplotlib, SpaCy und music21.Programmieren, verstehen, experimentierenJedes Kapitel lädt zum Mitmachen ein - mit abwechslungsreichen Aufgaben, anschaulichen Abbildungen und vielen Ideen zum Ausprobieren. Du lernst, wie du KIs mit eigenen Daten trainierst oder Daten aus dem Internet nutzt, um spannende Anwendungen zu entwickeln. Die Programme kannst du entweder lokal auf deinem Rechner umsetzen oder du arbeitest im Browser mit Google Colab.
| Publisher | MITP |
| Publication date | 24 Jun. 2026 |
| Edition | 2025th |
| Language | German |
| Print length | 304 pages |
| ISBN-10 | 3747509959 |
| ISBN-13 | 978-3747509951 |
| Dimensions | 17 x 2 x 24 cm |
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