My book, Natural Language Processing on Oracle Cloud Infrastructure

My book, Natural Language Processing on Oracle Cloud Infrastructure, is now available! 🎉

This is the first comprehensive guide to building custom NLP solutions from scratch on Oracle Cloud Infrastructure (OCI). Whether you're a data scientist, NLP practitioner, or an Oracle expert, this book equips you with the knowledge and tools to build and deploy performant and cost-effective NLP models on Oracle Cloud.

📖 What’s Inside?

The book is structured around the typical NLP project lifecycle, blending foundational concepts with hands-on implementation:

◻️ Part 1: Covers the Essentials

  ◾ Chapter 1️⃣ : A comprehensive overview of NLP, covering its evolution and key milestones.

  ◾ Chapter 2️⃣ : A deep dive into the OCI ecosystem, highlighting the AI infrastructure and services.

  ◾ Chapter 3️⃣ : NLP Case Study, introducing the business context and implementation blueprint for the book’s practical example.

◻️ Part 2: Guides You Through the Implementation

  ◾ Chapter 4️⃣ : Step-by-step OCI environment setup, with configurations proven effective in production.

  ◾ Chapter 5️⃣ : Creating a robust training dataset using a pre-labeled Hugging Face dataset enriched with OCI’s Data Labeling Service.

  ◾ Chapter 6️⃣ : Fine-tuning a pre-trained language model, leveraging GPU-based OCI Data Science Notebooks.

◻️ Part 3: Brings the Project to Completion

  ◾ Chapter 7️⃣ : Deploying the NLP model with OCI Data Science Model Deployment.

  ◾ Chapter 8️⃣ : Implementing MLOps with OCI Data Science Pipelines, exploring cost-effective strategies, and embracing responsible AI.

A heartfelt thank you to the amazing team at Apress.

📚 Order the book:

- Amazon: https://a.co/d/cNlAyMd

- Springer: https://lnkd.in/earPNTy9