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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...
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition

Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries

Key Features

  • Build a strong foundation in neural networks and deep learning with Python libraries
  • Explore advanced deep learning techniques and their applications...
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...
PyTorch Recipes: A Problem-Solution Approach
PyTorch Recipes: A Problem-Solution Approach
Get up to speed with the deep learning concepts of Pytorch using a problem-solution approach. Starting with an introduction to PyTorch, you'll get familiarized with tensors, a type of data structure used to calculate arithmetic operations and also learn how they operate. You will then take a look...
Microsoft Windows 2000 Scripting Guide
Microsoft Windows 2000 Scripting Guide

Welcome to the Microsoft® Windows® 2000 Scripting Guide.

As computers and computer networks continue to grow larger and more complex, system administrators continue to face new challenges. Not all that long ago, system administration was limited to managing a...

Leveraging WMI Scripting (HP Technologies)
Leveraging WMI Scripting (HP Technologies)

Leveraging Scripting is the second in a series of two books dedicated to WMI. Understanding WMI, Lissoir’s first book, explained to Windows Administrators the various WMI scripting techniques and manageability capabilities of this new Windows Server 2003 platform. Illustrated with hundreds of scripts and detailed...

Cisco Catalyst QoS: Quality of Service in Campus Networks
Cisco Catalyst QoS: Quality of Service in Campus Networks

Quality of service (QoS) is the set of techniques designed to manage network resources. QoS refers to the capability of a network to provide better service to selected network traffic over various LAN and WAN technologies. The primary goal of QoS is to provide flow priority, including dedicated bandwidth, controlled jitter and...

Mission-Critical Network Planning
Mission-Critical Network Planning
I wrote this book in the aftermath of the terrorist attacks that took place on September
11, 2001. Until then, I was planning to write this book at a much later time. But
the events of that day compelled me to immediately begin this work. As we have
seen, those events have had far-reaching repercussions in the information
...
AD HOC NETWORKS: Technologies and Protocols
AD HOC NETWORKS: Technologies and Protocols
Wireless mobile networks and devices are becoming increasingly popular as
they provide users access to information and communication anytime and anywhere.
Conventional wireless mobile communications are usually supported
by a wired fixed infrastructure. A mobile device would use a single-hop wireless
radio communication to
...
Bioinformatics Biocomputing and Perl: An Introduction to Bioinformatics Computing Skills and Practice
Bioinformatics Biocomputing and Perl: An Introduction to Bioinformatics Computing Skills and Practice

Bioinformatics, Biocomputing and Perl presents an extended tutorial introduction to programming through Perl, the premier programming technology of the bioinformatics community. Even though no previous programming experience is assumed, completing the tutorial equips the reader with the ability to produce powerful custom...

Knowledge-Based Neurocomputing
Knowledge-Based Neurocomputing
Neurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems can learn and adapt to a changing environment. In knowledge-based...
Budgeting for Managers
Budgeting for Managers
Iremember the first time I made a budget. I had just started a new job, my first time as a manager. My boss, the dean of the school, said, “Sid, we have $50,000 to spend on computer systems this year. Please prepare a budget.”

Wow! All the exercises in school, all my thinking as I started the job and wrote out a plan for my
...
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