Overview
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Explore how Natural Language Processing is transforming cloud-native application development in this 12-minute conference talk from Conf42 Cloud Native 2025. Begin with foundational NLP concepts and trace the historical evolution of language processing technologies before examining current market applications and use cases. Discover recent advancements in Large Language Models and their impact on modern applications, then dive into core NLP components including tokenization techniques and sentiment analysis capabilities. Learn about breakthrough developments in language generation and understand practical implementation considerations for integrating NLP into cloud-native architectures. Address common challenges developers face when working with NLP technologies and explore future directions for the field, concluding with insights on how these innovations are revolutionizing the way we build and deploy cloud-native applications.
Syllabus
00:00 Introduction to NLP
00:27 Historical Background and Evolution
01:18 Current Market and Applications
02:45 Advancements in Large Language Models
04:20 Core NLP Components
06:33 Tokenization Techniques
07:17 Sentiment Analysis in NLP
08:25 Language Generation Breakthroughs
09:12 Implementation Considerations
10:06 Challenges and Future Directions
11:21 Conclusion and Q&A
Taught by
Conf42