Deep Learning from Scratch (Paperback)
Idioma: inglés
Editorial: Independently Published, 2025
- Tapa blanda
- Nuevo
Librería: CitiRetail, Stevenage, Reino UnidoCitiRetail
Vendedor de IberLibro desde 29 de junio de 2022
Condición: Nuevo
EUR 27,01
Cantidad disponible: 1 disponible
Añadir al carritoDescripción del artículo del vendedor
Paperback. Deep Learning from Scratch: Hands-On Guide to Neural Networks and AI ModelsTake a deep dive into the world of artificial intelligence with Deep Learning from Scratch, the ultimate guide to mastering neural networks and building AI models. Whether you're a beginner eager to learn the basics or an experienced developer looking to deepen your understanding, this book walks you through the fundamental principles of deep learning and how to implement them step by step. Using practical examples and hands-on projects, this guide demystifies complex concepts and equips you to create powerful AI models from scratch.From understanding neural networks to training state-of-the-art AI systems, Deep Learning from Scratch empowers you to build the future of intelligent computing.What You'll Learn: Introduction to Deep Learning: Understand the foundations of deep learning and how it differs from traditional machine learning.Building Neural Networks from Scratch: Learn how to construct fully connected neural networks with Python and NumPy.Activation Functions: Explore common activation functions like ReLU, sigmoid, and softmax, and their roles in neural networks.Training Neural Networks: Understand backpropagation, gradient descent, and how to optimize models for accuracy.Convolutional Neural Networks (CNNs): Build models for image recognition and computer vision tasks using CNNs.Recurrent Neural Networks (RNNs): Implement RNNs for sequence data like time series, text, and speech.Deep Reinforcement Learning: Discover the basics of reinforcement learning and how to create AI agents that learn from their environments.Transfer Learning: Learn how to leverage pre-trained models to solve new tasks efficiently.Hyperparameter Tuning: Master techniques to fine-tune learning rates, batch sizes, and model architectures for better performance.Natural Language Processing (NLP): Build AI models for text analysis, sentiment classification, and chatbots.Generative Models: Explore GANs (Generative Adversarial Networks) and VAEs (Variational Autoencoders) to create new data from scratch.Model Evaluation: Use metrics like precision, recall, F1-score, and confusion matrices to assess model performance.Deploying AI Models: Learn how to deploy deep learning models using Flask, FastAPI, and cloud platforms.Ethics in AI: Address challenges like bias, fairness, and explainability in deep learning models.Real-World Projects: Build practical applications, including image classifiers, language translators, and recommendation systems.Who Is This Book For?This book is ideal for data scientists, software developers, AI enthusiasts, and anyone looking to master the fundamentals of deep learning and build AI models from scratch.Why Choose This Book?With its hands-on approach, practical projects, and detailed explanations, Deep Learning from Scratch bridges the gap between theory and application, empowering you to create cutting-edge AI solutions.Start building intelligent systems today with Deep Learning from Scratch: Hands-On Guide to Neural Networks and AI Models-your comprehensive guide to mastering deep learning. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
N° de ref. del artículo 9798308586630
- Título
- Deep Learning from Scratch (Paperback)
- Autor
- Thompson Carter
- Editorial
- Independently Published
- Año de publicación
- 2025
- Estado
- new
- Encuadernación
- Paperback
- Idioma
- inglés
- ISBN 13
- 9798308586630
Take a deep dive into the world of artificial intelligence with Deep Learning from Scratch, the ultimate guide to mastering neural networks and building AI models. Whether you’re a beginner eager to learn the basics or an experienced developer looking to deepen your understanding, this book walks you through the fundamental principles of deep learning and how to implement them step by step. Using practical examples and hands-on projects, this guide demystifies complex concepts and equips you to create powerful AI models from scratch.
From understanding neural networks to training state-of-the-art AI systems, Deep Learning from Scratch empowers you to build the future of intelligent computing.
What You’ll Learn:
- Introduction to Deep Learning: Understand the foundations of deep learning and how it differs from traditional machine learning.
- Building Neural Networks from Scratch: Learn how to construct fully connected neural networks with Python and NumPy.
- Activation Functions: Explore common activation functions like ReLU, sigmoid, and softmax, and their roles in neural networks.
- Training Neural Networks: Understand backpropagation, gradient descent, and how to optimize models for accuracy.
- Convolutional Neural Networks (CNNs): Build models for image recognition and computer vision tasks using CNNs.
- Recurrent Neural Networks (RNNs): Implement RNNs for sequence data like time series, text, and speech.
- Deep Reinforcement Learning: Discover the basics of reinforcement learning and how to create AI agents that learn from their environments.
- Transfer Learning: Learn how to leverage pre-trained models to solve new tasks efficiently.
- Hyperparameter Tuning: Master techniques to fine-tune learning rates, batch sizes, and model architectures for better performance.
- Natural Language Processing (NLP): Build AI models for text analysis, sentiment classification, and chatbots.
- Generative Models: Explore GANs (Generative Adversarial Networks) and VAEs (Variational Autoencoders) to create new data from scratch.
- Model Evaluation: Use metrics like precision, recall, F1-score, and confusion matrices to assess model performance.
- Deploying AI Models: Learn how to deploy deep learning models using Flask, FastAPI, and cloud platforms.
- Ethics in AI: Address challenges like bias, fairness, and explainability in deep learning models.
- Real-World Projects: Build practical applications, including image classifiers, language translators, and recommendation systems.
Who Is This Book For?
This book is ideal for data scientists, software developers, AI enthusiasts, and anyone looking to master the fundamentals of deep learning and build AI models from scratch.
Why Choose This Book?
With its hands-on approach, practical projects, and detailed explanations, Deep Learning from Scratch bridges the gap between theory and application, empowering you to create cutting-edge AI solutions.
Start building intelligent systems today with Deep Learning from Scratch: Hands-On Guide to Neural Networks and AI Models—your comprehensive guide to mastering deep learning.
“Sinopsis” puede pertenecer a otra edición de este título.
CitiRetail
Stevenage, Reino Unido
Vendedor de IberLibro desde 29 de junio de 2022
Tarifas de envío de Reino Unido a Estados Unidos de America
| Artículo | De 7 a 14 días hábiles | De 7 a 60 días hábiles |
|---|---|---|
| Primer artículo | EUR 44,13 | EUR 44,13 |
Métodos de pago
Descripción de la tienda
Online business
Información empresarial del vendedor
ABC BOOKS LIMITED
10 John Street
London, Reino Unido WC1N 2EB
Condiciones de venta
Orders can be returned within 30 days of receipt.
Derecho al desistimiento
Si es un consumidor, puede rescindir el contrato de acuerdo con lo siguiente. Por consumidor se entiende cualquier persona física que actúe con fines ajenos a su actividad comercial, empresarial, oficio o profesión.
Información sobre el derecho de desistimiento
Derecho legal de desistimiento
Tiene derecho a rescindir este contrato en un plazo de 14 días sin dar ningún motivo.
El periodo de desistimiento vencerá a los 14 días desde que usted, o un tercero que no sea el transportista e indicado por usted, adquiera la posesión física del último bien o del último lote o pieza.
Para ejercer el derecho de desistimiento, complete de forma electrónica y envíe una declaración clara en nuestro sitio web, desde "Mis compras" en "Mi cuenta". Le enviaremos sin demora un acuse de recibo de dicho desistimiento a través de un soporte duradero (por ejemplo, por correo electrónico).
Para cumplir con el plazo de desistimiento, basta con que envíe su comunicación relativa al ejercicio del derecho de desistimiento antes de que venza el periodo de desistimiento.
Efectos del desistimiento
Si rescinde este contrato, le reembolsaremos todos los pagos que hayamos recibido de usted, incluidos los gastos de envío (excepto los gastos adicionales que surjan si elige un tipo de envío que no sea el tipo de envío estándar más económico que ofrecemos).
Podemos hacer una deducción del reembolso por la pérdida de valor de cualquier bien suministrado, si la pérdida es el resultado de una manipulación innecesaria por su parte.
Efectuaremos el reembolso sin demoras indebidas y, a más tardar, 14 días después de que se nos informe de su decisión de rescindir este contrato.
Efectuaremos el reembolso utilizando el mismo medio de pago que utilizó para la transacción inicial, a menos que haya acordado expresamente lo contrario; en cualquier caso, no incurrirá en ningún cargo como resultado de dicho reembolso.
Podremos retener el reembolso hasta que hayamos recibido los bienes o hasta que nos haya presentado una prueba de que los ha devuelto, lo que ocurra primero.
Deberá devolver los bienes o entregarlos a CitiRetail, Stevenage, United Kingdom, sin demoras indebidas y, en cualquier caso, en un plazo máximo de 14 días a partir del día en que nos comunique su desistimiento del presente contrato. El plazo se cumple si devuelve la mercancía antes de que venza el periodo de 14 días. Tendrá que asumir los gastos directos de devolución de los bienes. Usted solo es responsable de la disminución del valor de los bienes como resultado de una manipulación distinta a la necesaria para establecer la naturaleza, las características y el funcionamiento de los bienes.
Excepciones al derecho de desistimiento
El derecho de desistimiento no se aplica a lo siguiente:
- La entrega de periódicos, diarios o revistas, con la excepción de los contratos de suscripción; y
- El suministro de contenido digital que no se proporcione en un soporte tangible (por ejemplo, en un CD o DVD) si, al hacer el pedido, aceptó que podíamos empezar a entregarlo y que no podría desistir una vez iniciada la entrega.
Condiciones de envío
Please note that titles are dispatched from our US, Canadian or Australian warehouses. Delivery times specified in shipping terms. Orders ship within 2 business days. Delivery to your door then takes 7-14 days.