Python Deep Learning Cookbook / Najlacnejšie knihy
Python Deep Learning Cookbook

Kód: 18637807

Python Deep Learning Cookbook

Autor Indra den Bakker

Solve different problems in modelling deep neural networks using Python, Tensorflow, and Keras with this practical guideKey Features:Practical recipes on training different neural network models and tuning them for optimal perform ... celý popis

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Viac informácií

Viac informácií o knihe Python Deep Learning Cookbook

Nákupom získate 114 bodov

Anotácia knihy

Solve different problems in modelling deep neural networks using Python, Tensorflow, and Keras with this practical guide


Key Features:


Book Description:

Deep Learning is revolutionizing a wide range of industries. For many applications, deep learning has proven to outperform humans by making faster and more accurate predictions. This book provides a top-down and bottom-up approach to demonstrate deep learning solutions to real-world problems in different areas. These applications include Computer Vision, Natural Language Processing, Time Series, and Robotics.


The Python Deep Learning Cookbook presents technical solutions to the issues presented, along with a detailed explanation of the solutions. Furthermore, a discussion on corresponding pros and cons of implementing the proposed solution using one of the popular frameworks like TensorFlow, PyTorch, Keras and CNTK is provided. The book includes recipes that are related to the basic concepts of neural networks. All techniques s, as well as classical networks topologies. The main purpose of this book is to provide Python programmers a detailed list of recipes to apply deep learning to common and not-so-common scenarios.


What You Will Learn:


Who this book is for:

This book is intended for machine learning professionals who are looking to use deep learning algorithms to create real-world applications using Python. Thorough understanding of the machine learning concepts and Python libraries such as NumPy, SciPy and scikit-learn is expected. Additionally, basic knowledge in linear algebra and calculus is desired.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer programming / software development Web programming

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