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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...
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 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...
CCIE Self-Study: CCIE Security Exam Certification Guide, Second Edition
CCIE Self-Study: CCIE Security Exam Certification Guide, Second Edition
The Cisco authorized self-study test preparation guide for CCIE Security 2.0 350-018 written exam The only official, Cisco endorsed study guide for the CCIE Security 2.0 written exam Includes best-of-breed self-assessment series features, including a CD-ROM test engine, "Do I Know This Already?" quizzes, topic lists/foundation...
Apple Pro Training Series : Final Cut Pro 5
Apple Pro Training Series : Final Cut Pro 5
The scalability, performance and Emmy Award-winning workflow of Final Cut Pro 5 make it the first choice of professional editors everywhere. For those clamoring to get in on the action, this best-selling volume uses a series of class-length lessons designed to provide a strong foundation in all aspects of the digital video editing powerhouse....
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
...
Learning Flex 3: Getting up to Speed with Rich Internet Applications (Adobe Developer Library)
Learning Flex 3: Getting up to Speed with Rich Internet Applications (Adobe Developer Library)
How soon can you learn Adobe Flex 3? With this book's unique hands-on approach, you will be able to tinker with examples right away, and create your own Rich Internet Applications with Flex within the first few chapters. As you progress, you learn how to build a layout, add interactivity, work with data, and deploy your applications to either the...
Filmmaking For Dummies (Career/Education)
Filmmaking For Dummies (Career/Education)
"I found Filmmaking For Dummies a thorough and informative read: a complete A to Z that demystifies not only production, but pre- and post- production as well. Stoller paints a picture of filmmaking so basic that you'd have to be not just a dummy but completely braindead if you're unable to make your own movie after closing the...
Frommer's Kauai (Frommer's Complete)
Frommer's Kauai (Frommer's Complete)
On any list of the world’s most spectacular islands, Kauai ranks right up there with Bora Bora, Huahine, and Rarotonga. All the elements are here: moody rainforests, majestic cliffs, jagged peaks, emerald valleys, palm trees swaying in the breeze, daily rainbows, and some of the most spectacular golden beaches you’ll find...
IBM DB2 9.7 Advanced Application Developer Cookbook
IBM DB2 9.7 Advanced Application Developer Cookbook
Welcome to the DB2 9.7 Advanced Application Developer Cookbook. DB2 9.7 is a truly incredible database product from IBM, which offers an excellent mix of application performance, reliability, and ease of development enablement. In this cookbook, you can find both: hands-on and real world practical application development examples, as well...
Learning PHP, MySQL, JavaScript, and CSS: A Step-by-Step Guide to Creating Dynamic Websites
Learning PHP, MySQL, JavaScript, and CSS: A Step-by-Step Guide to Creating Dynamic Websites
The combination of PHP and MySQL is the most convenient approach to dynamic, database-driven web design, holding its own in the face of challenges from integrated frameworks—such as Ruby on Rails—that are harder to learn. Due to its open source roots (unlike the competing Microsoft .NET framework), it is...
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