Natural Language Processing: Unlock the Power of Human Language Understanding
Natural Language Processing: Unlock the Power of Human Language Understanding (AI Explorer Series Book 6) by Et Tu Code
English | December 29, 2023 | ISBN: N/A | ASIN: B0CR774GW7 | 113 pages | EPUB | 2.27 Mb
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.
- Decode the hidden meaning behind text.
- Build intelligent applications that understand and respond to human language.
- Shape the future of communication with computers.