A common-sense guide to ai engineering

Build robust LLM-powered apps, chatbots, and agents while mastering AI engineering principles that will help you outlast the tools and the hype.Want to build an LLM-powered app but don't know where to begin?  With this step-by-step guide, you can master the underlying principles of AI engineering...

Ai agents with mcp

Since its release in late 2024, Anthropic's Model Context Protocol (MCP) has redefined how developers build and connect AI agents to tools, data, and each other. AI Agents with MCP is the first comprehensive guide to this rapidly emerging standard, helping engineers unlock its full potential with...

Ai engineering

Ai systems performance engineering

Elevate your AI system performance capabilities with this definitive guide to maximizing efficiency across every layer of your AI infrastructure. In today's era of ever-growing generative models, AI Systems Performance Engineering provides engineers, researchers, and developers with a hands-on se...

Algorithms for the people

How to put democracy at the heart of AI governanceArtificial intelligence and machine learning are reshaping our world. Police forces use them to decide where to send police officers, judges to decide whom to release on bail, welfare agencies to decide which children are at risk of abuse, and Fac...

An illustrated guide to ai agents

Artificial intelligence is entering a new phase. No longer limited to answering prompts or completing simple writing tasks, AI agents can now reason, plan, and act with increasing independence. From accelerating scientific breakthroughs to supporting creative work, these systems are quickly resha...

An introduction to string algorithms

An essential introduction to the building blocks of modern text processingString algorithms make it possible to process, store, and manipulate text with computational efficiency, with applications ranging from search engines and social networks that regularly process terabytes of information to a...

Astral space

From three of today’s top researchers in machine learning, a groundbreaking new theory for understanding convex minimization at infinityNumerous fields of study rely on methods for minimizing convex functions. Not all convex functions, however, have finite minimizers; some can only be minimized b...

Aws certified ai practitioner (aif-c01) study guide

Azure ai fundamentals (ai-900) study guide

Beyond vibe coding

Building ai-powered products

Building applications with ai agents

Generative AI has revolutionized how organizations tackle problems, accelerating the journey from concept to prototype to solution. As the models become increasingly capable, we have witnessed a new design pattern emerge: AI agents. By combining tools, knowledge, memory, and learning with advance...

Causal inference in python

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through ca...

Dancing with robots

Five human superpowers give us a unique advantage in a world being taken over by robots and other advanced technology. Learn to harness your superpowers to survive, compete, and thrive in today's advanced world.

Data engineering design patterns

Data projects are an intrinsic part of an organization's technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including...

Deep learning for biology

Deep learning for the life sciences

Designing machine learning systems

Essential math for data science

Football analytics with python & r

Generative deep learning

Hands-on large language models

Hands-on machine learning with scikit-learn and pytorch

The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems fu...

Head first algorithms and data structures

What will you learn from this book? Successful software engineers all have this in common: They're fluent in the language of algorithms and data structures. Head First Algorithms and Data Structures is your gateway to becoming a part of this dynamic world. Guided by the expert insights of Eric Fr...

High performance spark

Apache Spark is amazing when everything clicks. But if you haven't seen the performance improvements you expected or still don't feel confident enough to use Spark in production, this practical book is for you. Authors Holden Karau, Adi Polak, and Rachel Warren walk you through the secrets of the...

Langchain for life sciences and healthcare

Large language models: the hard parts

Large language models (LLMs) have transformed natural language processing, but deploying them in applications introduces numerous technical challenges. Large Language Models: The Hard Parts offers a clear, practical examination of the limitations developers and AI engineers face when building LLM...

Learning generative ai tools for excel

Looking to take your Excel skills to the next level? With the power of AI, you can supercharge your workflows, automate repetitive tasks, and perform advanced data analysis. Written for Excel users with little to no AI experience, this book bridges the gap between traditional spreadsheet skills a...

Learning langchain

If you're looking to build production-ready AI applications that can reason and retrieve external data for context-awareness, you'll need to master--;a popular development framework and platform for building, running, and managing agentic applications. LangChain is used by several leading compani...

Machine learning in asset pricing

A groundbreaking, authoritative introduction to how machine learning can be applied to asset pricingInvestors in financial markets are faced with an abundance of potentially value-relevant information from a wide variety of different sources. In such data-rich, high-dimensional environments, tech...

Microsoft fabric analytics engineer associate study guide

Data drives modern business. The Microsoft Fabric Analytics Engineer Associate (DP-600) certification proves you understand the tools and technologies needed to turn that data into value. This comprehensive guide covers everything you need to know to design and implement enterprise-grade analyti...

Natural language processing with transformers, revised edition

Organization and governance using algorithms

Avramopoulos offers a ground-breaking theory and application on organisational systems design, including discussions on organisational systems design requirements, such as productivity, emotion, and reward, the problems of unaccountability, including hierarchical delegation, and the benefits of a...

Prompt engineering for generative ai

Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry great...

Prompt engineering for llms

Large language models (LLMs) are revolutionizing the world, promising to automate tasks and solve complex problems. A new generation of software applications are using these models as building blocks to unlock new potential in almost every domain, but reliably accessing these capabilities require...

Python data science handbook

R for data science

Security intelligence in the age of ai

Chapters address how existing legal frameworks adapt to the intricacies of AI in security intelligence, advocating for the development of adaptive and forward-looking legal structures with recommendations for policymakers to craft legislation that keeps pace with the evolving landscape of AI in t...

Social learning

This book explores how agents in complex systems—like social networks, robotic swarms, or biological networks—interact and learn through information diffusion and decision-making over graphs. It examines dynamic behaviors shaped by cooperation, environment, and network structure.

Sql for data analysis

The developer's playbook for large language model security

The importance of being educable

Why you should worry less about AI and more about what makes us humanWe are at a crossroads in history. If we hope to share our planet successfully with one another and the AI systems we are creating, we must reflect on who we are, how we got here, and where we are heading. The Importance of Bein...

Think python