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Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python, Keras, and TensorFlow
HKD 407
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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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產品詳情
- 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 | 4 Nov. 2023 |
| Language | English |
| Print length | 403 pages |
| ISBN-10 | 9391246540 |
| ISBN-13 | 978-9391246549 |
| Item weight | 689 g |
| Dimensions | 19.05 x 2.31 x 23.5 cm |
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AI & Machine Learning Editorial Review
Ultimate Neural Network Programming With Python offers a comprehensive guide to harnessing powerful modern AI systems using neural networks, Python, Keras, and TensorFlow. Published by Orange Education Pvt Ltd on November 4, 2023, this book spans 403 pages and is a crucial resource for anyone looking to master AI programming. The author breaks down complex concepts into manageable sections, making it accessible for learners at all levels. Additionally, the inclusion of practical examples enhances understanding and application of neural networks in real-world scenarios.
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優點
- Comprehensive guide to modern AI systems
- Easy to understand for all skill levels
- Includes practical examples for better learning
- Well-structured content
- Latest techniques in neural networks
缺點
- A few concepts may require prior programming knowledge
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HKD 407
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特色和優勢
- 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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