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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...
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more
Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.

Key Features

  • Explore deep reinforcement learning (RL), from the first principles to the latest algorithms
  • Evaluate high-profile RL methods, including value...
Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch
Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch

Build neural network models in text, vision and advanced analytics using PyTorch

Key Features

  • Learn PyTorch for implementing cutting-edge deep learning algorithms.
  • Train your neural networks for higher speed and flexibility and learn how to implement them in various...
Artificial General Intelligence: 4th International Conference, AGI 2011, Mountain View
Artificial General Intelligence: 4th International Conference, AGI 2011, Mountain View

The original goal of the AI field was the construction of “thinking machines” – that is, computer systems with human-like general intelligence. Due to the difficulty of this task, for the last few decades the majority of AI researchers have focused on what has been called “narrow AI” – the production...

Printing in Plastic: Build Your Own 3D Printer (Technology in Action)
Printing in Plastic: Build Your Own 3D Printer (Technology in Action)

The book you’re holding in your hands is going to show you how to build your very own 3D Printer. It’s not science fiction. It’s a device that will allow you to print out (in plastic) whatever you can imagine. (Okay, that’s a bit of a stretch – there are size limitations when using this machine.) Read the...

101 Quick and Easy Secrets for Using Your Digital Photographs
101 Quick and Easy Secrets for Using Your Digital Photographs

Millions of people around the world have many photos stored on their laptop and desktop computers, external hard drives, CDs and DVDs, and flash drives. Most images are just sitting there idle, waiting for the world to see them. Some have been unused for years. Up until now there has been no guide to help people find ways to use these...

The Internet and American Business (History of Computing)
The Internet and American Business (History of Computing)

The effect of a commercialized Internet on American business, from the boom in e-commerce and adjustments by bricks-and-mortar businesses to file-sharing and community building.

When we think of the Internet, we generally think of Amazon, Google, Hotmail, Napster, MySpace, and a host of other sites for buying products, searching...

Oracle Application Express 4 Recipes
Oracle Application Express 4 Recipes

I still remember deploying my first Microsoft Access application 10 years ago for a head hunting agency. They had a user base of about 200 users (I can already hear some of you groan) and they needed a system to manage job applicants and the companies that want to hire them. And they tossed my meager development team of two an...

Python Geospatial Development
Python Geospatial Development

Open Source GIS (Geographic Information Systems) is a growing area with the explosion of Google Maps-based websites and spatially-aware devices and applications. The GIS market is growing rapidly, and as a Python developer you can't afford to be left behind. In today's location-aware world, all commercial Python developers can...

API Design for C++
API Design for C++

Writing large applications in C++ is a complex and tricky business. However, designing reusable C++ interfaces that are robust, stable, easy to use, and durable is even more difficult. The best way to succeed in this endeavor is to adhere to the tenets of good Application Programming Interface (API) design.

An API presents a...

Cloud Computing: First International Conference, CloudComp 2009, Munich, Germany, October 19-21, 2009
Cloud Computing: First International Conference, CloudComp 2009, Munich, Germany, October 19-21, 2009

Welcome to the proceedings ofCloudComp 2009.

Acomputing cloudis more thana collection of computer resources, because it provides mechanisms to manage those resources. In a cloud computing platform, software is migrating from the desktop to the "clouds," promising users, at any time and anywhere, access to their...

Oracle APEX 4.0 Cookbook
Oracle APEX 4.0 Cookbook

Oracle Application Express 4.0 is a rapid web application development tool that works with the Oracle database. Using features like Plug-ins and Dynamic Actions, APEX helps you build applications with the latest techniques in AJAX and JavaScript.

The Oracle Application Express 4.0 Cookbook shows you recipes to develop and deploy...

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