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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...
Cluster Analysis for Data Mining and System Identification
Cluster Analysis for Data Mining and System Identification

Data clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and bioinformatics. Clustering is the classification of similar objects into different groups, or more precisely, the partitioning of a data set into subsets...

Reputation, Stock Price, and You: Why the Market Rewards Some Companies and Punishes Others
Reputation, Stock Price, and You: Why the Market Rewards Some Companies and Punishes Others

“All of our working lives we have heard the mantra, ‘a reputation lost is never regained.’ Still, the firms we work for, admire and invest in seem to take costly reputation hits all too often. Everyone interested in managing, regulating or investing in public firms will find Nir Kossovsky’s book a wonderful read...

Data-Driven Security: Analysis, Visualization and Dashboards
Data-Driven Security: Analysis, Visualization and Dashboards

Uncover hidden patterns of data and respond with countermeasures

Security professionals need all the tools at their disposal to increase their visibility in order to prevent security breaches and attacks. This careful guide explores two of the most powerful ? data analysis and visualization. You'll soon understand how to...

Running Lean: Iterate from Plan A to a Plan That Works (Lean Series)
Running Lean: Iterate from Plan A to a Plan That Works (Lean Series)
We live in an age of unparalleled opportunity for innovation. We're building more products than ever before, but most of them fail--not because we can't complete what we set out to build, but because we waste time, money, and effort building the wrong product.
What we need is a systematic process for quickly vetting product
...
Software Development: Building Reliable Systems
Software Development: Building Reliable Systems

80% of software projects fail -- here’s why the other 20% succeed!

Software Development is the most thorough, realistic guide to "what works" in software development - and how to make it happen in your organization. Leading consultant Marc Hamilton tackles all three key components of...

The Codebreakers: The Comprehensive History of Secret Communication from Ancient Times to the Internet
The Codebreakers: The Comprehensive History of Secret Communication from Ancient Times to the Internet
"Few false ideas have more firmly gripped the minds of so many intelligent men than the one that, if they just tried, they could invent a cipher that no one could break," writes David Kahn in this massive (almost 1,200 pages) volume. Most of The Codebreakers focuses on the 20th century, especially World War II. But its reach is...
Computational Approaches to Biochemical Reactivity (Understanding Chemical Reactivity)
Computational Approaches to Biochemical Reactivity (Understanding Chemical Reactivity)
This book summarises recent results in the rapidly developing discipline of the computational aspects of biochemical reactivity. It presents a comprehensive and critical treatise on the subject, with numerous references covering practically all relevant and recent work. The chapters, written by eminent experts in the field, deal with quantum...
Ergodic Dynamics: From Basic Theory to Applications (Graduate Texts in Mathematics, 289)
Ergodic Dynamics: From Basic Theory to Applications (Graduate Texts in Mathematics, 289)

This textbook provides a broad introduction to the fields of dynamical systems and ergodic theory. Motivated by examples throughout, the author offers readers an approachable entry-point to the dynamics of ergodic systems. Modern and classical applications complement the theory on topics ranging from financial fraud to...

Turn eBay Data into Dollars
Turn eBay Data into Dollars
You already have the answer to boosting your eBay sales and profits...

You just have to know where to look. Turn eBay Data into Dollars shows you how to use the powerful tools available on eBay to sell smarter and make more money on every sale. Learn to mine sales data from tools such as Andale Research Tools, Terapeak, and...

Trust-Based Selling: Finding and Keeping Customers for Life
Trust-Based Selling: Finding and Keeping Customers for Life

The first year of developing a new sales territory or establishing new customers is a daunting task—especially in dog-eat-dog industries. The traditional advice is to train quickly on products, grab a customer list, start calling for appointments, discover opportunities, and close deals. In...

Marketing to the Social Web: How Digital Customer Communities Build Your Business
Marketing to the Social Web: How Digital Customer Communities Build Your Business

An updated and expanded Second Edition of the popular guide to social media for the business community

Marketers must look to the Web for new ways of finding customers and communicating with them, rather than at them. From Facebook and YouTube to blogs and Twitter-ing, social media on the Internet is the most promising new way to...

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