This book demonstrates how to use Oracle Cloud Infrastructure (OCI) and Hugging Face technologies to develop advanced NLP solutions. Through a practical case study, it addresses common NLP challenges and offers strategies for creating efficient, cost-effective transformer-based models. By the end of this book, you will have the skills and knowledge to create cutting-edge NLP solutions on OCI, customized to meet the needs of various industries and projects.

The book takes you through the complete NLP solution life cycle-covering data preparation, model fine-tuning, deployment, and monitoring-while highlighting key topics such as cost-effectiveness and responsible AI for NLP implementations. Drawing from real-world experience and offering practical insights, it bridges the gap between theory and practice, equipping you to design and deploy scalable, cost-efficient NLP solutions.

What You Will Learn

• Master key NLP concepts and the OCI ecosystem

• Create high-quality datasets using Hugging Face and OCI Data Labeling Service

• Fine-tune domain-specific pre-trained models from Hugging Face using OCI Data Science Notebook Sessions

• Deploy and operationalize your models with OCI Data Science Model Deployments

• Automate the NLP life cycle with OCI Data Science Pipelines

• Implement cost-effective strategies throughout the entire NLP life cycle, from dataset preparation to model training and deployment