Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python, Keras, and TensorFlow (English Edition))

This book isn’t just about using AI tools; it’s a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems.

منتج #: 85256862

Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python, Keras, and TensorFlow

97% من المشترين سيوصون بهذا المنتج لصديق

منتج #: 85256862

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This book isn’t just about using AI tools; it’s a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems.

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Comprehensive AI Training

Provides in-depth knowledge of neural networks, enabling readers to build advanced AI systems using Python, Keras, and TensorFlow, suitable for both beginners and advanced developers seeking to enhance their skills.

Hands-on Projects

Includes practical, real-world projects that reinforce learning by allowing users to apply concepts in a tangible way, fostering deeper understanding and skills development in the field of AI programming.

Expert Guidance

Offers insights and tips from experienced practitioners in AI, ensuring that readers not only learn the theory but also best practices, reducing common pitfalls in developing effective neural network models.

تفاصيل المنتج

Master Neural Networks for Building Modern AI Systems.Book DescriptionThis book is a practical guide to the world of Artificial Intelligence (AI), unraveling the math and principles behind applications like Google Maps and Amazon.The book starts with an introduction to Python and AI, demystifies complex AI math, teaches you to implement AI concepts, and explores high-level AI libraries.Throughout the chapters, readers are engaged with the book through practice exercises and supplementary learnings. The book then gradually moves to Neural Networks with Python before diving into constructing ANN models and real-world AI applications. It accommodates various learning styles, letting readers focus on hands-on implementation or mathematical understanding.This book isn't just about using AI tools; it's a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems. It ensures a journey of exploration, experimentation, and proficiency in AI, equipping readers with the skills needed to excel in the AI industry.Table of Contents1. Understanding AI History2. Setting up Python Workflow for AI Development3. Python Libraries for Data Scientists4. Foundational Concepts for Effective Neural Network Training5. Dimensionality Reduction, Unsupervised Learning and Optimizations6. Building Deep Neural Networks from Scratch7. Derivatives, Backpropagation, and Optimizers8. Understanding Convolution and CNN Architectures9. Understanding the Basics of TensorFlow and Keras10. Building End-to-end Image Segmentation Pipeline11. Latest Advancements in AIIndex

Publisher	Orange Education Pvt Ltd
Publication date	November 4, 2023
Language	English
Print length	403 pages
ISBN-10	9391246540
ISBN-13	978-9391246549
Item Weight	1.52 pounds (690 grams)
Dimensions	7.5 x 0.91 x 9.25 inches (19.1 x 2.3 x 23.5 cm)

من يجب أن يشتري؟

Aspiring Data Scientists
Ideal for individuals aiming to build a career in data science using neural networks with Python.
AI Enthusiasts
Perfect for those interested in artificial intelligence who want to deepen their understanding of neural network programming.
Developers Learning AI
Great for software developers looking to expand their skills by integrating AI systems into applications using Python.

Beginners in Programming
Not suitable for complete novices as it requires some foundational programming knowledge and familiarity with Python.

وصف المنتج

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أسئلة العملاء & الإجابات

سؤال: What is the primary focus of 'Ultimate Neural Network Programming with Python'?

إجابه: The primary focus of 'Ultimate Neural Network Programming with Python' is to guide readers through the creation of advanced AI systems utilizing neural networks. It provides in-depth insights into key concepts and methodologies relevant to Python, Keras, and TensorFlow, empowering developers to build sophisticated machine learning models. This book is essential for understanding real-world applications such as image recognition, natural language processing, and predictive analytics.
سؤال: Is this book suitable for beginners in AI and programming?

إجابه: Yes, 'Ultimate Neural Network Programming with Python' is designed to cater to a wide audience, including beginners. The author breaks down complex ideas and presents them in a structured manner, making it accessible for those new to AI and programming. It combines foundational concepts with practical examples, helping readers develop their skills progressively, whether it’s their first introduction to neural networks or an expansion of existing knowledge.
سؤال: What programming languages or frameworks does the book cover?

إجابه: The book primarily focuses on Python, leveraging its simplicity and versatility for machine learning applications. It also delves into Keras and TensorFlow, two powerful frameworks widely used in the development of neural networks. By understanding these tools, readers will be able to create robust AI systems with extensive capabilities, ideal for a variety of projects, from academia to industry settings.
سؤال: Can I use this book for real-world projects after reading it?

إجابه: Absolutely! After engaging with 'Ultimate Neural Network Programming with Python,' readers will possess the practical skills to tackle real-world projects. The book emphasizes hands-on learning with case studies and coding examples designed to apply theoretical knowledge immediately. Whether you're working on personal projects or in professional environments, the insights gained will enable you to build efficient AI solutions tailored to specific needs.
سؤال: Does the book include practical exercises or project ideas?

إجابه: Yes, the book includes various practical exercises and project ideas to reinforce learning. Readers are encouraged to follow along through coding challenges that exemplify the concepts discussed in each chapter. These projects range from simple implementations to more complex, real-world applications, providing readers with a diverse skill set and the confidence to innovate in the field of AI development.
سؤال: What kind of audience would benefit from this book?

إجابه: This book is beneficial for a diverse audience, including aspiring data scientists, software developers looking to expand their skill set, and AI enthusiasts eager to explore neural networks. It’s particularly useful for individuals involved in tech-driven fields who wish to implement machine learning solutions. By addressing different proficiency levels, the material ensures that both novices and experts can gain value from its content.
سؤال: Are there any prerequisites recommended before reading the book?

إجابه: While the book is accessible to beginners, some familiarity with programming concepts, particularly in Python, is recommended to maximize the learning experience. Understanding basic principles of machine learning and linear algebra will also enhance comprehension. This foundation allows readers to engage more fully with the material and to successfully implement the techniques discussed within the text.
سؤال: How does this book differ from others on neural networks?

إجابه: What sets 'Ultimate Neural Network Programming with Python' apart is its comprehensive approach that not only teaches theory but also prioritizes hands-on practice. The book merges conceptual learning with practical application, guiding readers through the entire process of building AI systems. Compared to other resources, it focuses on real-world applicability, making the learning process highly relevant and impactful for current industry demands.
سؤال: Will this book help me understand deep learning specifically?

إجابه: Yes, the book delves into deep learning, a subset of machine learning that utilizes neural networks to analyze various types of data. It covers significant architectures and techniques specific to deep learning, including convolutional neural networks (CNNs) and recurrent neural networks (RNNs). Readers will gain a foundational understanding as well as practical skills to implement deep learning solutions effectively across different tasks.
سؤال: Where can I buy 'Ultimate Neural Network Programming with Python' in Iraq?

إجابه: You can purchase 'Ultimate Neural Network Programming with Python' from Ubuy in Iraq. Ubuy is a reliable online platform that offers a variety of books and resources. By shopping at Ubuy, you can conveniently access this book, along with many other technology and programming resources, directly from the comfort of your home, ensuring a smooth shopping experience.

Neural Networks Editorial Review

**** "Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems" stands out as a comprehensive guide for anyone interested in mastering neural networks and AI development. This book skillfully navigates the intricacies of neural networks, presenting a structured pathway from fundamental concepts to more advanced topics. It is particularly well-suited for beginners and those who have some prior knowledge, thanks to its clear explanations and practical hands-on coding examples using Python, Keras, and TensorFlow. Readers appreciate the progression from foundational principles to complex techniques, making it easy to grasp even the more advanced aspects of neural network programming. The book’s practical focus is a significant advantage, as it emphasizes real-world applications of AI technologies, particularly through the use of current frameworks and tools, including a detailed discussion on contemporary techniques like Attention Mechanism and DALLE. Moreover, the author’s ability to demystify complex mathematical concepts through relatable analogies enhances comprehension, ensuring that readers can engage with the material even when it becomes technically dense. The inclusion of resources such as GitHub code for practice further enriches the learning experience, providing a crucial hands-on element. While the book offers a wealth of information, it may feel intimidating for absolute newcomers to the field, and some sections could benefit from deeper technical analysis. However, these elements do not overshadow the book's overall quality and its appeal to a wide audience, from enthusiastic beginners to seasoned AI researchers. In summary, "Ultimate Neural Network Programming with Python" is an invaluable resource for learning the intricacies of AI systems through neural networks, offering both depth and accessibility. **

مراجعات العملاء وتقييماتهم

4.6

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إيجابيات

Comprehensive coverage of AI history and advancements
Well-structured, guiding readers from basics to complex topics
Strong practical focus with hands-on coding
Inclusion of diverse topics from foundational concepts to modern techniques
Up-to-date discussions on current technologies
Effective use of analogies for complex mathematical concepts
Availability of practice code on GitHub

سلبيات

Can be intimidating for absolute beginners

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المميزات والفوائد

Practical guide to mastering AI and Neural Networks with Python.
Covers essential concepts, math, and hands-on implementation in AI.
Includes practice exercises for engaged learning experiences.
Explores advanced libraries like Keras and TensorFlow in depth.
Prepares readers for real-world AI applications and industry proficiency.
Accommodates various learning styles for a tailored educational journey.

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Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python, Keras, and TensorFlow