Gazit / Ghaffari Mastering NLP from Foundations to LLMs

Apply advanced rule-based techniques to LLMs and solve real-world business problems using Python
1. Auflage 2024
ISBN: 978-1-80461-638-3
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 340 Seiten

No detailed description available for "Mastering NLP from Foundations to LLMs".

Autoren/Hrsg.

Gazit, Lior

Ghaffari, Meysam

Weitere Mitwirkende

Saxena, Asha

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Mathematik | Informatik Mathematik Mathematik Allgemein

Inhaltsverzeichnis

Table of Contents - Navigating the NLP Landscape: A comprehensive introduction
- Mastering Linear Algebra, Probability, and Statistics for Machine Learning and NLP
- Unleashing Machine Learning Potentials in NLP
- Streamlining Text Preprocessing Techniques for Optimal NLP Performance
- Empowering Text Classification: Leveraging Traditional Machine Learning Techniques
- Text Classification Reimagined: Delving Deep into Deep Learning Language Models
- Demystifying Large Language Models: Theory, Design, and Langchain Implementation
- Accessing the Power of Large Language Models: Advanced Setup and Integration with RAG
- Exploring the Frontiers: Advanced Applications and Innovations Driven by LLMs
- Riding the Wave: Analyzing Past, Present, and Future Trends Shaped by LLMs and AI
- Exclusive Industry Insights: Perspectives and Predictions from World Class Experts

Über Autor(innen)

Gazit Lior:

Lior Gazit is a highly skilled Machine Learning professional with a proven track record of success in building and leading teams drive business growth. He is an expert in Natural Language Processing and has successfully developed innovative Machine Learning pipelines and products. He holds a Master degree and has published in peer-reviewed journals and conferences. As a Senior Director of the Machine Learning group in the Financial sector, and a Principal Machine Learning Advisor at an emerging startup, Lior is a respected leader in the industry, with a wealth of knowledge and experience to share. With much passion and inspiration, Lior is dedicated to using Machine Learning to drive positive change and growth in his organizations.Ghaffari Meysam:

Meysam Ghaffari is a Senior Data Scientist with a strong background in Natural Language Processing and Deep Learning. Currently working at MSKCC, where he specialize in developing and improving Machine Learning and NLP models for healthcare problems. He has over 9 years of experience in Machine Learning and over 4 years of experience in NLP and Deep Learning. He received his Ph.D. in Computer Science from Florida State University, His MS in Computer Science - Artificial Intelligence from Isfahan University of Technology and his B.S. in Computer Science at Iran University of Science and Technology. He also worked as a post doctoral research associate at University of Wisconsin-Madison before joining MSKCC.