Price: ₹449.00
(as of Nov 08, 2024 22:56:17 UTC – Details)
MLOps with Python: Mastering LLM Deployment from Prototype to Production
Unleash the power of large language models (LLMs) with MLOPs, the essential discipline for building, deploying, and managing these text-wielding titans. This book is your comprehensive guide to navigating the LLM landscape, equipping you with the Python skills and MLOps strategies to transform your prototypes into production powerhouses.
Written by a seasoned MLOps engineer and seasoned LLM practitioner, this book draws on real-world experience and tangible insights to give you a practical roadmap for success. Forget theoretical jargon, expect actionable steps and proven best practices to guide your LLM journey.
Summary of the Book:
Dive deep into the MLOps lifecycle, mastering each stage from data preparation and model training to deployment and monitoring. Learn how to:Build robust LLM pipelines: Craft efficient data pipelines that fuel your models with high-quality text data.Train and fine-tune LLMs with confidence: Explore cutting-edge training techniques and fine-tuning strategies for optimal LLM performance.Deploy your LLM into the real world: Integrate your LLM seamlessly into applications and websites, ready to interact with users and unleash its texty magic.Monitor and maintain your LLM: Keep your language champion running smoothly with comprehensive monitoring and maintenance techniques.Embrace ethical considerations: Navigate the ethical landscape of LLMs, ensuring responsible and bias-free deployment.
What’s Inside:
This book is your all-in-one LLM deployment toolkit, packed with:Clear, concise explanations: Demystify complex concepts with straightforward language and practical examples.Code snippets and practical exercises: Get hands-on experience with Python code and real-world scenarios.Case studies and success stories: Learn from the experiences of others and see how LLM deployment translates into tangible results.Bonus resources and cheat sheets: Keep valuable references and cheat sheets at your fingertips for quick access.
About the Reader:
Whether you’re a data scientist eager to unlock the potential of LLMs, a software engineer tasked with integrating them into production systems, or a curious explorer venturing into the world of MLOPs, this book is your guide.
This book is your investment in the future. By mastering LLM deployment, you’ll be at the forefront of a transformative technology, ready to shape the future of communication, education, and more.
Don’t let your LLM prototypes languish in the lab. Grab your copy of MLOps with Python today and unlock the full potential of these text-powered titans! Turn your prototypes into production powerhouses and write your own chapter in the LLM revolution.
Start your LLM deployment journey now!
ASIN : B0CSPRKWYJ
Language : English
File size : 725 KB
Simultaneous device usage : Unlimited
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 130 pages
Page numbers source ISBN : B0CSKKJF37