
Natural Language Processing in Action: Understanding, Analyzing, and Generating Text with Python
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Narrated by:
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Mark Thomas
About this listen
Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.
About the Technology
Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and automatically generated document summaries - all at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before.
What's inside:
- Some sentences in this book were written by NLP! Can you guess which ones?
- Working with Keras, TensorFlow, gensim, and scikit-learn.
- Rule-based and data-based NLP.
- Scalable pipelines.
Requirements
This book requires a basic understanding of deep learning and intermediate Python skills.
Hobson Lane, Cole Howard, and Hannes Max Hapke are experienced NLP engineers who use these techniques in production for profit and fun: contributing to social-benefit projects like smart guides for people with blindness and cognitive assistance for those with developmental challenges or suffering from information overload (don't we all?).
"Provides a great overview of current NLP tools in Python. I’ll definitely be keeping this book on hand for my own NLP work. Highly recommended!" (Tony Mullen, Northeastern University - Seattle)
"An intuitive guide to get you started with NLP. The book is full of programming examples that help you learn in a very pragmatic way." (Tommaso Teofili, Adobe Systems)
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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- Narrated by: Sarah Dawe
- Length: 16 hrs and 34 mins
- Unabridged
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API Design Patterns lays out a set of design principles for building internal and public-facing APIs. Google API expert JJ Geewax presents patterns that ensure your APIs are consistent, scalable, and flexible. You’ll improve the design of the most common APIs, plus discover techniques for tricky edge cases. Relevant examples and detailed scenarios make every pattern clear and easy to understand.
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Narration is unbearable
- By JC on 11-13-22
By: JJ Geewax
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Deep Learning
- MIT Press Essential Knowledge Series
- By: John D. Kelleher
- Narrated by: Joel Richards
- Length: 5 hrs and 49 mins
- Unabridged
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In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.
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Yikes
- By Elliot Blanford on 10-27-19
By: John D. Kelleher
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GANs in Action
- Deep Learning with Generative Adversarial Networks
- By: Jakub Langr, Vladimir Bok
- Narrated by: Julie Brierley
- Length: 6 hrs and 23 mins
- Unabridged
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GANs in Action teaches you how to build and train your own Generative Adversarial Networks, one of the most important innovations in deep learning. In this book, you'll learn how to start building your own simple adversarial system as you explore the foundation of GAN architecture: the generator and discriminator networks.
By: Jakub Langr, and others
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Fundamentals of Software Architecture
- An Engineering Approach
- By: Mark Richards, Neal Ford
- Narrated by: Benjamin Lange
- Length: 13 hrs and 10 mins
- Unabridged
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This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford—hands-on practitioners who have taught software architecture classes professionally for years—focus on architecture principles that apply across all technology stacks.
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Helpful but business-centric
- By A.N. on 03-25-21
By: Mark Richards, and others
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Building Microservices
- Designing Fine-Grained Systems
- By: Sam Newman
- Narrated by: Theodore O'Brien
- Length: 21 hrs and 12 mins
- Unabridged
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As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures. Through clear examples and practical advice, author Sam Newman gives everyone from architects and developers to testers and IT operators a firm grounding in the concepts.
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Easy to Understand
- By Anonymous User on 04-27-22
By: Sam Newman
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Machine Learning Interviews
- Kickstart Your Machine Learning and Data Career
- By: Susan Shu Chang
- Narrated by: Xifeng Brooks
- Length: 9 hrs and 39 mins
- Unabridged
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As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process. She'll take you through the highly selective recruitment process by sharing hard-won lessons she learned along the way.
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Great advice, and read well.
- By Goodmann on 01-26-25
By: Susan Shu Chang
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Staff Engineer
- Leadership Beyond the Management Track
- By: Will Larson
- Narrated by: Shaula Evans
- Length: 8 hrs and 52 mins
- Unabridged
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At most technology companies, you'll reach Senior software engineer, the career level for software engineers, in five to eight years. At the career level, your company's career ladder won't require that you work towards the next promotion; being promoted further is an exception rather than expected. This is also when many engineers are first given an opportunity to move into engineering management.
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Great content but some audio issues
- By David M. Tang on 07-08-21
By: Will Larson
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Algorithms and Data Structures for Massive Datasets
- By: Dzejla Medjedovic, Emin Tahirovic
- Narrated by: Mark Thomas
- Length: 9 hrs and 45 mins
- Unabridged
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Algorithms and Data Structures for Massive Datasets reveals a toolbox of new methods that are perfect for handling modern big data applications. You’ll explore the novel data structures and algorithms that underpin Google, Facebook, and other enterprise applications that work with truly massive amounts of data.
By: Dzejla Medjedovic, and others
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Deep Learning with Python
- By: Francois Chollet
- Narrated by: Mark Thomas
- Length: 9 hrs and 55 mins
- Unabridged
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Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this audiobook builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
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Almost Perfect - Better when paired with the book
- By Graham on 10-30-18
By: Francois Chollet
The Best ML Book on Audible
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The Way the book is narated is extremely amazing! Narrating Equations and Graphics in English Language! outstanding!
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2. While superficially this is focused on NLP, the book is a fabulous overview of machine learning in general.
The author and publisher really took their time to research and write a clear high quality text. I hope it is updated periodically, as NLP is a quickly changing field.
perhaps best book about ml/ai
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Don't Waste Your Money on the Audio Version
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