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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...
About Face 3: The Essentials of Interaction Design
About Face 3: The Essentials of Interaction Design
When the first edition of About Face was published in 1995, the idea of designing products based on human goals was a revolutionary concept. Thanks to the work of Alan Cooper and other pioneers, interaction design is now widely recognized as a unique and vital discipline, but our work is far from finished.

This completely updated volume...

Teach Yourself VISUALLY Word 2007 (Tech)
Teach Yourself VISUALLY Word 2007 (Tech)
Are you a visual learner? Do you prefer instructions that show you how to do something — and skip the long-winded explanations? If so, then this book is for you. Open it up and you'll find clear, step-by-step screen shots that show you how to tackle more than 150 Word 2007 tasks. Each task-based spread includes easy, visual directions for...
Hacking Exposed Malware & Rootkits
Hacking Exposed Malware & Rootkits

Malware. In my almost 15 years in information security, malware has become the most powerful tool in a cyber attacker’s arsenal. From sniffing financial records and stealing keystrokes to peer-to-peer networks and auto updating functionality, malware has become the key component in almost all successful attacks. This has not always been...

Mastering Bitcoin: Unlocking Digital Cryptocurrencies
Mastering Bitcoin: Unlocking Digital Cryptocurrencies

Mastering Bitcoin is essential reading for everyone interested in learning about bitcoin basics, the technical operation of bitcoin, or if you're building the next great bitcoin killer app or business. From using a bitcoin wallet to buy a cup of coffee, to running a bitcoin marketplace with hundreds of thousands of transactions, or...

Human Rights Practices during Financial Crises
Human Rights Practices during Financial Crises
From the Great Depression in the twentieth century to the Great Recession in the twenty-first, systemic banking crises have been a recurring problem for both developing and developed countries. This book offers a human rights perspective on financial crises vis-à-vis low-income and least developed countries.  It systematically...
The Complete Idiot's Guide to Statistics, 2nd Edition
The Complete Idiot's Guide to Statistics, 2nd Edition
Statistics, statistics everywhere, but not a single word can we understand! Actually, understanding statistics is a critically important skill that we all need to have in this day and age. Every day, we are inundated with data about politics, sports, business, the stock market, health issues, financial matters, and many other topics....
Introduction to Management in the Hospitality Industry
Introduction to Management in the Hospitality Industry

Readers seeking management careers in hospitality will enter a dynamic industry filled with opportunities. The rewards are many, but so are the challenges. Today's hospitality managers must deal with such complex factors as globalization, terrorism threats, ecotourism, internet commerce, new business and financial models, and rapidly...

Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results
Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results

The best-selling author of Big Data is back, this time with a unique and in-depth insight into how specific companies use big data.

Big data is on the tip of everyone's tongue. Everyone understands its power and importance, but many fail to grasp the actionable steps and resources required to utilise it effectively. This...

Economic Development and Financial Markets: Latest Research and Policy Insights from Central and Southeastern Europe (Contributions to Economics)
Economic Development and Financial Markets: Latest Research and Policy Insights from Central and Southeastern Europe (Contributions to Economics)
This book offers fresh insights into the economic development and financial markets of Southeastern and Central European countries. The first part analyses macroeconomic trends and monetary policy issues, while the second part explores the development of financial and insurance markets. With contributions covering topics such as regional and...
Structured Finance Modeling with Object-Oriented VBA (Wiley Finance)
Structured Finance Modeling with Object-Oriented VBA (Wiley Finance)
Praise for STRUCTURED FINANCE MODELING with Object-Oriented VBA

"This book is an excellent and interesting integration of financial engineering, structured finance, and structured programming, and the book accomplishes this with easy-to-follow examples, using the most commonly available tools, MS VBA and spreadsheets. The author is clearly...

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