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• Der Bestseller hat Furore gemacht, weil der Autor diese sowohl trockene als auch schwierige Materie außergewöhnlich klar erklärt.
• Neu in der vollständig aktualisierten 2. Auflage: Das neuronale Netz wird abschließend mit PyTorch erstellt, um es in ein typisches professionelles Szenario zu überführen.
• Neuronale Netze sind Grundlage vieler Anwendungen im Alltag wie Spracherkennung, Gesichtserkennung auf Fotos, das selbstfahrende Auto, Umwandlung von Sprache in Text etc.

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Neues von Bestsellerautor Tariq Rashid: Eine Einführung in die innovative Deep-Learning-Technik GANs

• Schritt-für-Schritt-Anleitung zum Erstellen eigener GANs mit PyTorch, regt zum Ausprobieren an
• GANs (Generative Adversarial Networks) gehören zu den spannendsten neuen Algorithmen im Machine Learning
• Tariq Rashid erklärt diese schwierige Materie außergewöhnlich klar und gut nachvollziehbar

GANs sind »die coolste Idee im Deep Learning in den letzten 20 Jahren« -...

A step-by-step gentle journey through the mathematics of neural networks, and making your own using the Python computer language. Neural networks are a key element of deep learning and artificial intelligence, which today is capable of some truly impressive feats. Yet too few really understand how neural networks actually work. This guide will take you on a fun and unhurried journey, starting from very simple ideas, and gradually building up an understanding of how neural networks work. You won't need any mathematics beyond secondary school, and an accessible introduction to calculus is also...

Foreign policy is basically a set of principles of the state or government to regulate and strengthen its bilateral, trilateral and multilateral relationships with other countries. India and Nepal are closely linked with each other through the bonds of geography, culture, history and economy. It would not be possible for foreign policy makers to ignore Nepal, in view of its geostrategic importance while formulating the foreign policy of India.

Phosphorus plays an important role in a number of processes in plants, especially in photosynthesis, carbon metabolism, membrane formation, energy generation, glycolysis, respiration and nitrogen fixation. Although total P in the soils are high but their availability to plants is too low to meet the requirements so viable strategies are needed to solublized the inorganic P and to use the RP (insoluble source of P) to decrease the dependence on costly chemical fertilizers in crop production . For the transformation of insoluble phosphorus (PR) to soluble form, composting technology would serve...

Case oriented study is the best method of learning Clinical Medicine. One cause of failure of post graduates in exams is the lack of case oriented study. This book contains medical case reports about patients attending DHQ hospital, Faisalabad. A thorough history, physical examination, diagnostic procedure and management of patients have been described. It includes cases from internal medicine and other relevant clinical disciplines. It will enable the reader to interpret the clinical and investigative information comprehensively and will encourage students to approach...