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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...
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...
Moodle 2.0 E-Learning Course Development
Moodle 2.0 E-Learning Course Development

Moodle is the leading open source learning management system. Using Moodle, teachers can easily construct richly-textured web-based courses. A course can consist of a number of lessons, with each lesson including reading materials; activities such as quizzes, tests, surveys, and projects; and social elements that encourage interaction and...

Microsoft Windows Server Administration Essentials
Microsoft Windows Server Administration Essentials

The core concepts and technologies you need to administer a Windows Server OS

Administering a Windows operating system (OS) can be a difficult topic to grasp, particularly if you are new to the field of IT. This full-color resource serves as an approachable introduction to understanding how to install a server, the various...

Essentials of Computer Architecture
Essentials of Computer Architecture

This book began when I was assigned to help salvage an undergraduate computer organization course. The course had suffered years of neglect: it had been taught by a series of professors, mostly visitors, who had little or no interest or background in digital hardware, and the curriculum had deteriorated to a potpourri of topics that...

Professional Plone 4 Development
Professional Plone 4 Development

I suspect Martin plied me to write this foreword while out one evening during the 2010 Plone Conference in Bristol. Full from an excellent dinner and even better conversation, beer in hand, who could say no?

I've long envied Martin's ability to write. Text and code flow from his fingers at a rate that I can't even begin...

Verifying Concurrent Processes Using Temporal Logic (Lecture Notes in Computer Science) (v. 129)
Verifying Concurrent Processes Using Temporal Logic (Lecture Notes in Computer Science) (v. 129)

Concurrent processes can exhibit extremely complicated behavior, and neither informal reasoning nor testing is reliable enough to establish their correctness. In this thesis, we develop a new technique for the verification of parallel programs. The technique is stated in terms of axioms and inference rules, and it is used to prove...

Advanced Design Approaches to Emerging Software Systems: Principles, Methodologies and Tools
Advanced Design Approaches to Emerging Software Systems: Principles, Methodologies and Tools

Recently, the rapid and fundamental advances in computing technologies have been driving the role and scope of software systems to a new level. A number of new types of software systems are emerging, among which service based systems, cloud computing, pervasive computing, and Internet of Things are eminent examples. For these systems,...

Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

In the last three decades, machine learning research and practice have focused on batch learning usually using small datasets. In batch learning, the whole training data is available to the algorithm, which outputs a decision model after processing the data eventually (or most of the times) multiple times. The rationale behind this...

NX-OS and Cisco Nexus Switching: Next-Generation Data Center Architectures (Networking Technology)
NX-OS and Cisco Nexus Switching: Next-Generation Data Center Architectures (Networking Technology)

Cisco® Nexus switches and the new NX-OS operating system are rapidly becoming the new de facto standards for data center distribution/aggregation layer networking. NX-OS builds on Cisco IOS to provide advanced features that will be increasingly crucial to efficient data center operations. NX-OS and Cisco...

Using AutoCAD 2010
Using AutoCAD 2010

With more than four million users around the world, AutoCAD offers engineers, architects, drafters, interior designers, and many others, a fast, accurate, and versatile drafting and modeling tool.

Now in its 17th edition, Using AutoCAD 2010 makes using AutoCAD a snap, by presenting easy-tomaster, step-by-step tutorials covering...

Public Libraries and the Internet: Roles, Perspectives, and Implications
Public Libraries and the Internet: Roles, Perspectives, and Implications

The integration of technology into public library services has been a continual process across the eighteenth, nineteenth, twentieth, and twenty-first centuries, in which libraries have responded to new technologies, altering the ways that information could be recorded, accessed, and used. The Internet is a prominent recent example,...

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