More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact.This book introduces the key concepts of MLOps to help data scientists and application engineers not only operationalize ML models to drive real business change but...

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model development team in a product organization.By applying an SRE mindset to machine lear...

Are you ready to harness the transformative power of AI in finance?AI Mastery for Finance Professionals is the definitive guide for navigating the AI revolution that is reshaping the financial landscape. This book demystifies complex concepts and equips you with the knowledge and tools to leverage AI for smarter decision-making, improved risk management, and unparalleled innovation. As AI removes traditional constraints on scale, scope, and learning, it is...

Effectively forecast, manage, and control software across the entire project lifecycleAccurately size, estimate, and administer software projects with real-world guidance from an industry expert. Fully updated to cover the latest tools and techniques, Applied Software Measurement, Third Edition details how to deploy a cost-effective and pragmatic analysis strategy. You will learn how to use function points and baselines, implement benchmarks and tracking s...

Prepare for the CISSP certification with our meticulously updated 2024 study guide focusing on Domain 1: Security and Risk Management. This comprehensive guide provides everything you need to master Domain 1, ensuring you are well-prepared for the CISSP exam.What's Inside:**In-Depth Coverage of Domain 1:**Detailed explanations of key concepts in Security and Risk Management, including risk categories, risk factors, security policy development, and mor...

Welcome to your hands-on guide to artificial intelligence for IT operations (AIOps). This book provides in-depth coverage, including operations and technical aspects. The fundamentals of machine learning (ML) and artificial intelligence (AI) that form the core of AIOps are explained as well as the implementation of multiple AIOps uses cases using ML algorithms.The book begins with an overview of AIOps, covering its relevance and benefits in the current IT operations landscape. The ...

Prepare smarter and faster for the AWS Certified AI Practitioner (AIF-C01) exam with this all-in-one professional study guide.Packed with comprehensive explanations, real-world examples, detailed visuals, and practice tests, this book equips you with everything you need to pass the exam and excel in your machine learning career.Complete Exam Coverage: Master key concepts in AI/ML fundamentals...

Learn the essential tools for developing a sound service-oriented architectureSOA Modeling Patterns for Service-Oriented Discovery and Analysis introduces a universal, easy-to-use, and nimble SOA modeling language to facilitate the service identification and examination life cycle stage. This business and technological vocabulary will benefit your service development endeavors and foster organizational software asset reuse and consolidation, and reduction of expenditure.

Master the New Frontier of AI Risk Before It Masters You.Agentic AI is not just another technology trend—it's a fundamental shift in how artificial intelligence operates in the enterprise. Unlike traditional AI that waits for instructions, autonomous AI agents make decisions, take actions, and interact with systems on their own.The opportunity is staggering: $4.4 trillion in potential value. But without proper governance, these same agents can expose your o...

Machine Learning for Absolute Beginners In a world where artificial intelligence is shaping the future, understanding machine learning is no longer optional—it's essential. This book takes you on a journey through the fundamentals of AI and data science, breaking down complex concepts into simple, beginner-friendly language. Whether you're a tech enthusiast, an aspiring data scientist, or just curious about the power of AI, this step-by-step guide will help you grasp the essentials without...

A holistic and real-world approach to operationalizing artificial intelligence in your companyIn Operating AI, Director of Technology and Architecture at Ericsson AB, Ulrika Jägare, delivers an eye-opening new discussion of how to introduce your organization to artificial intelligence by balancing data engineering, model development, and AI operations. You'll learn the importance of embracing an AI operational mindset to successfully operate AI and lead AI...

A proven decision management methodology for increased profits and lowered risksKnowledge Automation: How to Implement Decision Management in Business Processes describes a simple but comprehensive methodology for decision management projects, which use business rules and predictive analytics to optimize and automate small, high-volume business decisions. It includes Decision Requirements Analysis (DRA), a new method for taking the crucial first step in an...