English | December 29, 2023 | ISBN: N/A | ASIN: B0CR774GW7 | 113 pages | EPUB | 2.27 Mb
This comprehensive ebook is your one-stop guide to unlocking the secrets of Natural Language Processing (NLP).
Whether you're a data scientist, a linguist, or simply fascinated by the magic of language, this book takes you on a guided journey from the fundamentals to the cutting edge.
Dive into
The fundamentals of linguistics: Understand the building blocks of language, from parts of speech to syntax and semantics.
Powerful text processing techniques: Master tokenization, stemming, lemmatization, and more to prepare text for analysis.
Statistical language models: Predict the next word in a sentence, analyze sentiment, and classify text with these essential tools.
Machine learning and deep learning for NLP: Discover how AI algorithms are revolutionizing language understanding.
Named Entity Recognition (NER): Extract key information like people, places, and organizations from text.
Sentiment Analysis: Uncover the emotions and opinions hidden within written communication.
Machine Translation: Break down language barriers and bridge the gap between cultures.
Conversational Agents: Build chatbots and virtual assistants that can hold natural conversations.
Ethical considerations in NLP: Understand the biases and potential pitfalls of this powerful technology.
The latest advancements in NLP: Explore the frontiers of research, including large language models, word embeddings, attention mechanisms, transformer architecture, and multimodal NLP.
Hands-on projects to put your knowledge into practice: Build real-world NLP applications and solidify your understanding.
Essential NLP resources and tools: Discover libraries, frameworks, and datasets to fuel your NLP journey.
Ace your NLP job interview: Prepare with key concepts and common questions.
A comprehensive glossary and bibliography: Find quick definitions and explore further research.
With this book, you'll be empowered to
Decode the hidden meaning behind text.
Build intelligent applications that understand and respond to human language.
Shape the future of communication with computers.
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