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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects - Tapa blanda
Sinopsis
Build your Machine Learning portfolio by creating 6 cutting-edge Artificial Intelligence projects using neural networks in Python
Key Features
- Discover neural network architectures (like CNN and LSTM) that are driving recent advancements in AI
- Build expert neural networks in Python using popular libraries such as Keras
- Includes projects such as object detection, face identification, sentiment analysis, and more
Book Description
Neural networks are at the core of recent AI advances, providing some of the best resolutions to many real-world problems, including image recognition, medical diagnosis, text analysis, and more. This book goes through some basic neural network and deep learning concepts, as well as some popular libraries in Python for implementing them.
It contains practical demonstrations of neural networks in domains such as fare prediction, image classification, sentiment analysis, and more. In each case, the book provides a problem statement, the specific neural network architecture required to tackle that problem, the reasoning behind the algorithm used, and the associated Python code to implement the solution from scratch. In the process, you will gain hands-on experience with using popular Python libraries such as Keras to build and train your own neural networks from scratch.
By the end of this book, you will have mastered the different neural network architectures and created cutting-edge AI projects in Python that will immediately strengthen your machine learning portfolio.
What you will learn
- Learn various neural network architectures and its advancements in AI
- Master deep learning in Python by building and training neural network
- Master neural networks for regression and classification
- Discover convolutional neural networks for image recognition
- Learn sentiment analysis on textual data using Long Short-Term Memory
- Build and train a highly accurate facial recognition security system
"Sinopsis" puede pertenecer a otra edición de este libro.
Acerca del autor
James Loy has more than five years, expert experience in data science in the finance and healthcare industries. He has worked with the largest bank in Singapore to drive innovation and improve customer loyalty through predictive analytics. He has also experience in the healthcare sector, where he applied data analytics to improve decision-making in hospitals. He has a master's degree in computer science from Georgia Tech, with a specialization in machine learning. His research interest includes deep learning and applied machine learning, as well as developing computer-vision-based AI agents for automation in industry. He writes on Towards Data Science, a popular machine learning website with more than 3 million views per month.
"Sobre este título" puede pertenecer a otra edición de este libro.
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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects
Publicado por
Packt Publishing, 2019
ISBN 10: 1789138906
ISBN 13: 9781789138900
Antiguo o usado
Paperback
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Paperback. Condición: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.35. Nº de ref. del artículo: G1789138906I4N00
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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects
Publicado por
Packt Publishing, 2019
ISBN 10: 1789138906
ISBN 13: 9781789138900
Antiguo o usado
Tapa blanda
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Calificación del vendedor: 5 de 5 estrellas
Condición: very good. Gut/Very good: Buch bzw. Schutzumschlag mit wenigen Gebrauchsspuren an Einband, Schutzumschlag oder Seiten. / Describes a book or dust jacket that does show some signs of wear on either the binding, dust jacket or pages. Nº de ref. del artículo: M01789138906-V
Cantidad disponible: 1 disponibles
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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects
Publicado por
Packt Publishing, 2019
ISBN 10: 1789138906
ISBN 13: 9781789138900
Antiguo o usado
Tapa blanda
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Calificación del vendedor: 4 de 5 estrellas
Condición: Very Good. Item in very good condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. Nº de ref. del artículo: 00089446933
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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects
Publicado por
Packt Publishing, 2019
ISBN 10: 1789138906
ISBN 13: 9781789138900
Antiguo o usado
Tapa blanda
Librería: SecondSale, Montgomery, IL, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Nº de ref. del artículo: 00089795454
Cantidad disponible: 2 disponibles
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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects
Publicado por
Packt Publishing, 2019
ISBN 10: 1789138906
ISBN 13: 9781789138900
Antiguo o usado
paperback
Librería: Studibuch, Stuttgart, Alemania
Calificación del vendedor: 5 de 5 estrellas
paperback. Condición: Gut. 308 Seiten; 9781789138900.3 Gewicht in Gramm: 1. Nº de ref. del artículo: 855870
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Neural Network Projects with Python
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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects
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Neural Network Projects with Python: The ultimate guide to using Python to explore the true power of neural networks through six projects
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Neural Network Projects with Python
Publicado por
Packt Publishing Limited, GB, 2019
ISBN 10: 1789138906
ISBN 13: 9781789138900
Nuevo
Paperback
Librería: Rarewaves.com UK, London, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Paperback. Condición: New. Build your Machine Learning portfolio by creating 6 cutting-edge Artificial Intelligence projects using neural networks in PythonKey FeaturesDiscover neural network architectures (like CNN and LSTM) that are driving recent advancements in AIBuild expert neural networks in Python using popular libraries such as KerasIncludes projects such as object detection, face identification, sentiment analysis, and moreBook DescriptionNeural networks are at the core of recent AI advances, providing some of the best resolutions to many real-world problems, including image recognition, medical diagnosis, text analysis, and more. This book goes through some basic neural network and deep learning concepts, as well as some popular libraries in Python for implementing them.It contains practical demonstrations of neural networks in domains such as fare prediction, image classification, sentiment analysis, and more. In each case, the book provides a problem statement, the specific neural network architecture required to tackle that problem, the reasoning behind the algorithm used, and the associated Python code to implement the solution from scratch. In the process, you will gain hands-on experience with using popular Python libraries such as Keras to build and train your own neural networks from scratch.By the end of this book, you will have mastered the different neural network architectures and created cutting-edge AI projects in Python that will immediately strengthen your machine learning portfolio.What you will learnLearn various neural network architectures and its advancements in AIMaster deep learning in Python by building and training neural networkMaster neural networks for regression and classificationDiscover convolutional neural networks for image recognitionLearn sentiment analysis on textual data using Long Short-Term MemoryBuild and train a highly accurate facial recognition security systemWho this book is forThis book is a perfect match for data scientists, machine learning engineers, and deep learning enthusiasts who wish to create practical neural network projects in Python. Readers should already have some basic knowledge of machine learning and neural networks. Nº de ref. del artículo: LU-9781789138900
Cantidad disponible: Más de 20 disponibles
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Neural Network Projects with Python (Paperback or Softback)
Publicado por
Packt Publishing 2/28/2019, 2019
ISBN 10: 1789138906
ISBN 13: 9781789138900
Nuevo
Paperback or Softback
Librería: BargainBookStores, Grand Rapids, MI, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Paperback or Softback. Condición: New. Neural Network Projects with Python 1.17. Book. Nº de ref. del artículo: BBS-9781789138900
Cantidad disponible: 5 disponibles