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Free Download Deep Learning: Grundlagen und Anwendungen einfach erklärt (Künstliche Intelligenz einfach erklärt)
Deutsch | 26. Mai 2023 | ASIN: B0C6HGQCQ3 | 300 Seiten | Epub | 675.61 KB
Tauchen Sie ein in die faszinierende Welt des Deep Learning mit dem Buch " Deep Learning - Grundlagen und Anwendungen einfach erklärt ". Dieses umfassende Werk bietet Ihnen eine detaillierte Einführung in eines der spannendsten Gebiete der künstlichen Intelligenz. Von den Grundlagen des maschinellen Lernens bis hin zu fortgeschrittenen Themen wie neuronale Netze, Deep-Learning-Frameworks und -Bibliotheken, Vorverarbeitung von Daten, Training und Evaluierung von Modellen sowie Anwendungen in verschiedenen Bereichen - dieses Buch deckt alles ab, was Sie über Deep Learning wissen müssen . In den Kapiteln erfahren Sie, was Deep Learning eigentlich ist und wie es sich im Laufe der Zeit entwickelt hat. Sie lernen die verschiedenen Anwendungsgebiete kennen und verstehen die Vorteile und Herausforderungen, die mit Deep Learning einhergehen. Eine solide Basis im maschinellen Lernen wird gelegt, indem Sie die verschiedenen Arten des Lernens kennenlernen, angefangen bei Supervised und Unsupervised Learning bis hin zu Reinforcement und Semi-Supervised Learning. Sie werden tief in die Architekturen neuronaler Netze eintauchen, angefangen bei Feedforward-Netzen über Convolutional Neural Networks (CNNs) und Recurrent Neural Networks (RNNs) bis hin zu fortschrittlichen Techniken wie Generative Adversarial Networks (GANs), Autoencoders und Deep Reinforcement Learning. Um praktische Erfahrungen zu sammeln, werden Ihnen die beliebtesten Deep-Learning-Frameworks und -Bibliotheken vorgestellt, darunter TensorFlow, Keras, PyTorch, Caffe und MXNet. Sie lernen die Vorverarbeitung von Daten kennen, einschließlich Bereinigung, Normalisierung, Feature Engineering, Datenaugmentation und dem Umgang mit Datenungleichgewichten. Im weiteren Verlauf des Buches erhalten Sie Einblicke in das Training und die Evaluierung von Deep-Learning-Modellen. Sie verstehen, wie Verlustfunktionen ausgewählt und Modelle optimiert werden können. Hyperparameter-Tuning, Regularisierungstechniken, Batch Normalization und Transfer Learning werden ebenfalls behandelt. Anhand praxisrelevanter Beispiele werden Sie die Anwendung von Deep Learning in verschiedenen Bereichen kennenlernen. Von Bilderkennung und Computer Vision über natürliche Sprachverarbeitung und Sprachgenerierung bis hin zu Zeitreihenanalysen, medizinischer Bildverarbeitung, Sprach- und Audioverarbeitung, Videosignalverarbeitung, Robotik und datengetriebenen Prognosen - Sie werden verstehen, wie Deep Learning in diesen Domänen angewendet wird und welche Potenziale es bietet. Das Buch behandelt auch ethische Aspekte und Datenschutz im Zusammenhang mit Deep Learning. Sie erfahren, wie Fairness und Bias in Modellen berücksichtigt werden können, wie Datenschutz gewährleistet wird und wie verantwortungsvoll mit Deep Learning umgegangen werden kann. Darüber hinaus werfen wir einen Blick in die Zukunftsperspektiven des Deep Learning, diskutieren aktuelle Entwicklungen und Trends, stellen offene Fragen und erkunden die Potenziale und möglichen Anwendungen in der aufregenden Welt der Kreativindustrie. Mit "Deep Learning - Grundlagen und Anwendungen einfach erklärt" erhalten Sie ein umfassendes und detailreiches Buch, das Sie in die Tiefen des Deep Learning einführt und Ihnen das nötige Wissen vermittelt, um diese bahnbrechende Technologie zu verstehen und anzuwenden. Lassen Sie sich von der Fülle an Wissen und den praxisrelevanten Beispielen inspirieren und machen Sie sich bereit, in die aufregende Welt des Deep Learning einzutauchen. Sichern Sie sich Ihr Exemplar noch heute und entdecken Sie die Grenzen des Möglichen mit Deep Learning!

Free Download Deep Learning Demystified: Techniques and Applications
English | November 25, 2025 | ASIN: B0G3TWNSF7 | 336 pages | EPUB (True) | 1.28 MB
Deep learning is no longer the future it's the engine powering the world around us. From machines that understand speech and text, to systems that recognize faces, generate art, predict outcomes, and automate decision-making, deep learning is the core of the modern intelligence revolution. Yet for many, the subject still feels complex, intimidating, and out of reach.Deep Learning Demystified: Techniques and Applications changes that.This book strips away the confusion and delivers deep learning in a way that is clear, engaging, structured, and actionable. Built for curious beginners, ambitious developers, data professionals, and future AI builders, this guide breaks down neural networks, algorithms, and architectures with practical clarity while never losing sight of real-world usability.Through logical progression and thoughtful explanation, you'll learn how deep learning works at a fundamental level starting with perceptrons, neurons, loss functions, activation layers, and model learning dynamics. You'll explore major modern architectures including convolutional networks for image understanding, recurrent models for sequential learning, attention-driven transformers for advanced intelligence, and generative systems that create entirely new data from scratch.But this is more than theory. You will discover how models actually learn, how they're trained efficiently, how to overcome common pitfalls like overfitting, and how techniques like regularization, transfer learning, and optimized training improve performance in measurable ways. You'll understand deep learning applications in computer vision, natural language processing, generative creation, prediction models, automation pipelines, and decision-based intelligence.The book also covers the realities of deploying models outside the lab, walking you through deployment considerations, scalability, performance challenges, and real-world constraints that every practitioner faces. You'll learn what it takes to move from experimentation to production, how to manage model behavior, and how decision systems interact with industries, users, and feedback loops.Most importantly, this book addresses the responsibility that comes with building intelligent systems. Ethical considerations are woven throughout highlighting bias, transparency, accountability, explainability, and the societal impact of AI-driven automation. You'll learn not only how to build powerful models, but how to build them thoughtfully, responsibly, and with long-term trust in mind.Whether your goal is to understand how machines learn, build smarter models, enter the world of AI engineering, or simply decode one of the most important technologies of our time, this book is your straight-to-the-point, future-ready roadmap.No intimidation. No gatekeeping. No unnecessary complexity. Just real understanding, real application, and real potential.The age of deep learning is here. Now it makes sense.

Free Download Decoupling the Environmental Impacts of Transport from Economic Growth By OECD
2006 | 113 Pages | ISBN: 9264027122 | PDF | 1 MB
The OECD is a unique foium where the governments of 30 democracies work together to address the economic, social and environmental challenges of globalisation. The OECD is also at the forefront of efforts to understand and to help governments respond to new developments and concerns, such as corporate governance, the information economy and the challenges of an ageing population. The Organisation provides a setting where governments can compare policy experiences, seek answers to common problems, identify good practice and work to co-ordinate domestic and international policies.

Free Download Debian System Administration Basics: Learn essential system management, user handling, and file system operations.
English | December 9, 2025 | ASIN: B0G5ZBG1W5 | 389 pages | EPUB (True) | 2.94 MB
Master Debian System Administration from the Ground Up Debian System Administration Basics is your complete guide to managing Debian-based Linux systems with confidence. Whether you're setting up your first server, transitioning from another distribution, or formalizing your existing knowledge, this comprehensive handbook delivers the practical skills you need. Unlike generic Linux guides, this book focuses exclusively on Debian's unique tools, architecture, and best practices. Every command, configuration file, and troubleshooting scenario is tested specifically for Debian environments, ensuring accuracy and relevance to real-world administration tasks. What's Inside: Master the terminal and essential command-line operations Manage users, groups, and permissions effectively Navigate and understand Debian's file system structure Control packages with APT, Debian's powerful package manager Configure and manage network settings using Debian-native tools Administer system services with systemd Automate tasks using cron and systemd timers Monitor system performance and analyze logs Implement backup strategies and security hardening Troubleshoot common issues with proven methodologies Progressive Learning Structure: Start with fundamental concepts and advance through 13 carefully structured chapters that build upon each other. Complete with hands-on exercises, real-world scenarios, and four comprehensive appendices including command references, essential file paths, sample configurations, and troubleshooting guides. Perfect for: New Linux administrators, IT professionals managing Debian servers, developers working with Debian-based systems, and anyone seeking to deepen their Debian expertise. Transform your Debian administration skills from beginner to competent system administrator. Start your journey today with this focused, practical, and Debian-specific guide.

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Dl4All is download free for all software and educational resource. With a little searching, you can download what you need for free without spending any money.

Dl4All - Download free For All: software and educational resource.

Deep Learning Grundlagen und Anwendungen einfach erklärt (Künstliche Intelligenz einfach erklärt)

Deep Learning Demystified Techniques and Applications

Deep Change Creating Space for Meaningful Transformation

Deep Below Titanic

Decoupling the Environmental Impacts of Transport from Economic Growth

Decoding Large Language Models An exhaustive guide to understanding

Decode Trust in 60 Seconds How to read sincerity, loyalty, and hidden agendas-fast

Decisions Studying and Supporting People Facing Hard Choices

Deception-Proof The Psychology of Outsmarting Influencers, Cults, and Manipulators

Debian System Administration Basics Learn essential system management, user handling, and file system operations