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Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by...
Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python
Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras

Key Features

  • Implement machine learning algorithms to build, train, and validate algorithmic models
  • Create your own algorithmic design process to apply...
fastText Quick Start Guide: Get started with Facebook's library for text representation and classification
fastText Quick Start Guide: Get started with Facebook's library for text representation and classification

Perform efficient fast text representation and classification with Facebook's fastText library

Key Features

  • Introduction to Facebook's fastText library for NLP
  • Perform efficient word representations, sentence classification, vector representation
  • ...
Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more
Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more

Take your NLP knowledge to the next level and become an AI language understanding expert by mastering the quantum leap of Transformer neural network models

Key Features

  • Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using...
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7
Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7

Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.

Key Features

  • Develop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4)and...
Pro Spring MVC: With Web Flow (Professional Apress)
Pro Spring MVC: With Web Flow (Professional Apress)
Before you can really start your journey into Spring MVC, you need to make sure you have your development environment set up right. This chapter will begin by walking you through that process. Next, it will provide some details about the sample bookstore application that ships with this book. But before going into either the...
Visual Studio 2010 Best Practices
Visual Studio 2010 Best Practices
When you are developing on the Microsoft platform, Visual Studio 2010 offers you a range of powerful tools and makes the entire process easier and faster. After learning it, if you think that you can sit back and relax, you cannot be further away from truth. To beat the crowd, you need to be better than others, learn tips and...
Learn Cocoa Touch for iOS (Learn Apress)
Learn Cocoa Touch for iOS (Learn Apress)

With every successive release of iOS and its related hardware products, Apple and journalists the world over spout hyperbolic statements about “revolutionary” features, “insanely great” devices, and “unbelievable” sales. The numbers don’t disappoint, with hundreds of millions of iOS devices having...

Xcode 4 Unleashed (2nd Edition)
Xcode 4 Unleashed (2nd Edition)
Welcome to Xcode 4 Unleashed! This book shows you how to use Apple’s integrated development environment to make great products with the least effort.

Xcode 4 is the descendant of a family of development tools dating back nearly 20 years to NeXT’s ProjectBuilder. It started as a text editor, a
...
Citrix XenServer 6.0 Administration Essential Guide
Citrix XenServer 6.0 Administration Essential Guide
Citrix XenServer is a complete, managed server virtualization platform built on the Xen hypervisor. You can use XenServer for virtualizing Microsoft Windows and Linux servers easily and efficiently.

XenServer is the enterprise-ready, cloud-proven virtualization platform that contains all the capabilities required
...
Adaptive Web Design: Crafting Rich Experiences with Progressive Enhancement
Adaptive Web Design: Crafting Rich Experiences with Progressive Enhancement
One glorious afternoon in March, 2006, as a friend and I hurried past Austin’s Downtown Hilton Hotel to catch the next session of the SXSW Interactive Festival, a young stranger arrested our progress. With no introduction or preliminaries, he announced that he was available to speak at An Event Apart, a conference for web designers that...
Microsoft XNA 4.0 Game Development Cookbook
Microsoft XNA 4.0 Game Development Cookbook
The Microsoft XNA 4.0 Game Development Cookbook is all about what happens once you've completed the various introductory tutorials, and want to create something with a little more substance.

In this book, you'll find examples of how to flesh out some of the more complex, or initially less intuitive, pieces
...
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