Natural Language Processing in Action, Second Edition

Natural Language Processing in Action, Second Edition: The Complete Learning Bundle

Unlock the full potential of Natural Language Processing (NLP) with this comprehensive learning bundle, combining the acclaimed “Natural Language Processing in Action, Second Edition” ebook with its dynamic companion, the “Natural Language Processing in Action, Second Edition, Video Edition” course. This meticulously crafted package is designed for intermediate Python programmers familiar with deep learning basics, offering a seamless and holistic learning experience that bridges theoretical knowledge with practical application.

Why Choose This Bundle?

In an era where machines are increasingly understanding and generating human language, NLP skills are more valuable than ever. This bundle provides your entrance ticket and backstage pass to the next generation of NLP, equipping you with the expertise to build sophisticated, production-quality NLP applications. You’ll gain a profound understanding of cutting-edge models, open-source frameworks, and optimization techniques, empowering you to create innovative solutions that truly make an impact.

What You Will Master:

Core NLP Fundamentals & Advanced Techniques

• Process, Analyze, Understand, and Generate Natural Language Text: Gain a deep understanding of how to interpret and create human-like language.
• Build Production-Quality NLP Pipelines with spaCy: Learn to construct efficient and robust pipelines for real-world scenarios.
• Neural Networks for NLP using PyTorch: Develop neural network models specifically tailored for language processing tasks.
• BERT and GPT Transformers: Master these state-of-the-art transformer models for tasks ranging from English composition and code generation to thought organization.
• Chatbots and Conversational AI Agents: Design and implement intelligent conversational experiences.

Cutting-Edge Innovations & Optimization

• Hugging Face Transformers: Leverage the power of the Hugging Face ecosystem for a wide range of NLP applications.
• Fine-tuning Large Language Models (LLMs): Discover vital skills and techniques for adapting LLMs to specific tasks and optimizing their performance.
• Conversational Design: Learn to craft intuitive and effective conversational flows for chatbots.
• Automating LLM Interactions: Develop strategies to streamline the “trial and error” process of LLM experimentation for accurate and efficient results.
• Detect Fake News, Filter Spam, and Improve Search Results: Apply your NLP skills to solve real-world challenges.

Bundle Contents:

1. Natural Language Processing in Action, Second Edition (Print Book)

This definitive guide has helped thousands of data scientists, and in this revised edition, you’ll delve into the foundational technologies and state-of-the-art tools needed to write and publish NLP applications.

• Comprehensive Coverage: From basic tokenization to advanced transformer architectures.
• Practical Emphasis: Learn to create custom models for search, translation, writing assistants, and more, without relying exclusively on large commercial foundation models.
• Key Topics Include:
  • NLP pipelines with spaCy
  • Neural networks with PyTorch
  • BERT and GPT transformers
  • Conversational design for chatbots
• Authors: Hobson Lane, Maria Dyshel (with contributions from Cole Howard and Hannes Max Hapke from the first edition).
• Includes free eBook in PDF, Kindle, and ePub formats from Manning Publications.

2. Natural Language Processing in Action, Second Edition, Video Edition (Online Course)

Complementing the book, this dynamic video course provides an immersive, step-by-step learning journey, guided by the experts behind the content.

• Instructor-Led, Hands-On Learning: Follow along with instructors Cole Howard, Maria Dyshel, Hobson Lane, and Hannes Hapke.
• Training Duration: 22 hours and 15 minutes of in-depth video content.
• Structure: Organized into three core parts with detailed chapters and appendices, mapping perfectly to the book’s content for reinforced learning.
  • Part 1: Wordy Machines: Vector Models of Natural Language: Dive into the fundamental concepts of representing language digitally.
  • Part 2: Deeper Learning: Neural Networks: Explore the power of neural networks, including RNNs, LSTMs, and CNNs, for NLP tasks.
  • Part 3: Getting Real: Real-World NLP Applications: Apply your knowledge to practical scenarios, covering transformers, LLMs, information extraction, and dialog engines.
• Practical Exercises & Test Yourself Sections: Solidify your understanding with practical applications and knowledge checks.
• Publisher: O’Reilly

Who Is This Bundle For?

This bundle is ideal for intermediate Python programmers familiar with deep learning basics who are eager to:

• Build robust and production-ready NLP applications.
• Master state-of-the-art NLP models like transformers.
• Understand and fine-tune Large Language Models.
• Develop intelligent chatbots and conversational AI.
• Stay at the forefront of the rapidly evolving NLP landscape.

Elevate your NLP skills from scratch to advanced application and build machines that truly understand human language. Purchase the “Natural Language Processing in Action, Second Edition: The Complete Learning Bundle” today! 🚀