DeepSeek in Practice: From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM

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Key benefits

Explore DeepSeek’s architecture, training data, and reasoning capabilities

Build agents, fine-tune with distillation, and deploy with CI/CD pipelines

Apply DeepSeek to real-world use cases like coding, ideation, and legal analysis

Purchase of the print or Kindle book includes a free PDF eBook

Description

Learn how to build, fine-tune, and deploy AI systems using DeepSeek, one of the most influential open-source large language models available today. This book guides you through real-world DeepSeek applications—from understanding its core architecture and training foundations to developing reasoning agents and deploying production-ready systems. Starting with a concise synthesis of DeepSeek's research, breakthroughs, and open-source philosophy, you’ll progress to hands-on projects including prompt engineering, workflow design, and rationale distillation. Through detailed case studies—ranging from document understanding to legal clause analysis—you’ll see how to use DeepSeek in high-value GenAI scenarios. You’ll also learn to build sophisticated agent workflows and prepare data for fine-tuning. By the end of the book, you’ll have the skills to integrate DeepSeek into local deployments, cloud CI/CD pipelines, and custom LLMOps environments. Written by experts with deep knowledge of open-source LLMs and deployment ecosystems, this book is your comprehensive guide to DeepSeek’s capabilities and implementation.

Who is this book for?

AI engineers, developers, and builders working with open-source LLMs who want to integrate DeepSeek into GenAI applications, agent workflows, or deployment pipelines. Readers should have hands-on experience with Python, APIs, and tools like Ollama or llama.cpp, and a solid understanding of machine learning concepts.

What you will learn

Discover DeepSeek's unique traits in the LLM landscape

Compare DeepSeek's multimodal features with leading models

Consume DeepSeek via the official API, Ollama, and llama.cpp

Use DeepSeek for coding, document understanding, and creative ideation

Integrate DeepSeek with third-party platforms like OpenRouter and Cloudflare

Distill and deploy DeepSeek models into production environments

Identify when and where to use DeepSeek

Understand DeepSeek's open philosophy

What do you get with Print?

Instant access to your digital copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Redeem a companion digital copy on all Print orders

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

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Shipping Details

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Premium: Trackable Delivery to most addresses in the US within 3-8 business days

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Shipments are not trackable

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Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

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Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

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Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

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American Samoa
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Central African Republic
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Guinea-bissau
Iran
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Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

DeepSeek in Practice: From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM

What do you get with Print?