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Mastering NLP from Foundations to LLMs

You're reading from  Mastering NLP from Foundations to LLMs

Product type Book
Published in Apr 2024
Publisher Packt
ISBN-13 9781804619186
Pages 340 pages
Edition 1st Edition
Languages
Concepts
Authors (2):
Lior Gazit Lior Gazit
Profile icon Lior Gazit
LinkedIn
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.
See other products by Lior Gazit
Meysam Ghaffari Meysam Ghaffari
Profile icon Meysam Ghaffari
LinkedIn
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.
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Table of Contents (14) Chapters

Preface Chapter 1: Navigating the NLP Landscape: A Comprehensive Introduction Chapter 2: Mastering Linear Algebra, Probability, and Statistics for Machine Learning and NLP Chapter 3: Unleashing Machine Learning Potentials in Natural Language Processing Chapter 4: Streamlining Text Preprocessing Techniques for Optimal NLP Performance Chapter 5: Empowering Text Classification: Leveraging Traditional Machine Learning Techniques Chapter 6: Text Classification Reimagined: Delving Deep into Deep Learning Language Models Chapter 7: Demystifying Large Language Models: Theory, Design, and Langchain Implementation Chapter 8: Accessing the Power of Large Language Models: Advanced Setup and Integration with RAG Chapter 9: Exploring the Frontiers: Advanced Applications and Innovations Driven by LLMs Chapter 10: Riding the Wave: Analyzing Past, Present, and Future Trends Shaped by LLMs and AI Chapter 11: Exclusive Industry Insights: Perspectives and Predictions from World Class Experts Index Other Books You May Enjoy

Xavier Amatriain, PhD

Xavier Amatriain was most recently VP of AI Product Strategy at LinkedIn, where he led company-wide generative AI efforts all the way from platform and infrastructure to product features. He is also a board member of Curai Health, a healthcare/AI start-up that he cofounded and was CTO of until 2022. Prior to this, he led engineering at Quora and was Research/Engineering Director at Netflix, where he started and led the Algorithms team building the famous Netflix recommendations. Xavier started his career as a researcher both in academia and industry. With over 100 research publications (and 6,000 citations), he is best known for his work on AI and ML in general, and recommender systems in particular.

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Authors (2)

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Profile icon Lior Gazit
LinkedIn
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.
Read more
See other products by Lior Gazit
Profile icon Meysam Ghaffari
LinkedIn
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.
Read more
See other products by Meysam Ghaffari
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