Hands On Deep Learning Algorithms With Python


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Hands On Deep Learning Algorithms With Python

Hands On Deep Learning Algorithms With Python Author by : Sudharsan Ravichandiran
Languange Used : en
Release Date : 2019-07-25
Publisher by : Packt Publishing Ltd
ISBN : 9781789344516
File Size : 42,8 Mb
Total Download : 978

Understand basic to advanced deep learning algorithms, the mathematical principles behind them, and their practical applications. Key Features Get up-to-speed with building your own neural networks from scratch Gain insights into the mathematical principles behind deep learning algorithms Implement popular deep learning algorithms such as CNNs, RNNs, and more using TensorFlow Book Description Deep learning is one of the most popular domains in the AI space, allowing you to develop multi-layered models of varying complexities. This book introduces you to popular deep learning algorithms—from
Category: Computers

Pro Machine Learning Algorithms

Pro Machine Learning Algorithms Author by : V Kishore Ayyadevara
Languange Used : en
Release Date : 2018-06-30
Publisher by : Apress
ISBN : 9781484235645
File Size : 52,5 Mb
Total Download : 843

Bridge the gap between a high-level understanding of how an algorithm works and knowing the nuts and bolts to tune your models better. This book will give you the confidence and skills when developing all the major machine learning models. In Pro Machine Learning Algorithms, you will first develop the algorithm in Excel so that you get a practical understanding of all the levers that can be tuned in a model, before implementing the models in Python/R. You will cover all the major algorithms: supervised and unsupervised learning, which include linear/logistic regression; k-means clustering; PCA
Category: Computers

Hands On Machine Learning With Scikit Learn Keras And Tensorflow

Hands On Machine Learning With Scikit Learn Keras And Tensorflow Author by : Aurélien Géron
Languange Used : en
Release Date : 2019-09-05
Publisher by : "O'Reilly Media, Inc."
ISBN : 9781492032595
File Size : 54,7 Mb
Total Download : 758

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple
Category: Computers

Hands On Deep Learning Architectures With Python

Hands On Deep Learning Architectures With Python Author by : Yuxi (Hayden) Liu
Languange Used : en
Release Date : 2019-04-30
Publisher by : Packt Publishing Ltd
ISBN : 9781788990509
File Size : 52,8 Mb
Total Download : 323

Concepts, tools, and techniques to explore deep learning architectures and methodologies Key Features Explore advanced deep learning architectures using various datasets and frameworks Implement deep architectures for neural network models such as CNN, RNN, GAN, and many more Discover design patterns and different challenges for various deep learning architectures Book Description Deep learning architectures are composed of multilevel nonlinear operations that represent high-level abstractions; this allows you to learn useful feature representations from the data. This book will help you learn
Category: Computers
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