Software Engineering

Data science happens in code. The ability to write reproducible, robust, scaleable code is key to a data science project's success—and is absolutely essential for those working with production code. This practical book bridges the gap between data science and software engineering, and clearly explains how to apply the best practices from software engineering to data science.

Salary surveys worldwide regularly place software architect in the top ten best jobs, yet no real guide exists to help developers become architects. Until now. This updated edition provides a comprehensive overview of software architecture's many aspects, with five new chapters covering the latest insights from the field. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming architecture, governance, data, generative AI, team topologies, and many other topics.

At some point in your career, you'll realize there's more to being a software engineer than dealing with code. With more than forty stand-alone stories, Lopp walks through a complete job lifecycle, starting with the interview and ending with the realization that it might be time to move on. You'll learn how to handle baffling circumstances in your job, understand what you want from your career, and discover how to thrive in your workplace.

Effective Software Testing teaches you a systematic approach to software testing that will ensure the quality of your code. It’s full of techniques drawn from proven research in software engineering, and each chapter puts a new technique into practice. Follow the real-world use cases and detailed code samples, and you’ll soon be engineering tests that find bugs in edge cases and parts of code you’d never think of testing! Along the way, you’ll develop an intuition for testing that can save years of learning by trial and error.

Mastering Quality Assurance" is a comprehensive guide that equips readers with the knowledge and skills needed to excel in the field of software testing and quality engineering. This book provides a step-by-step journey through the entire QA process, covering key concepts, methodologies, tools, and best practices. From test planning and execution to defect management and test automation, this book offers practical insights and real-world examples to help readers deliver high-quality software products. Whether you're a seasoned QA professional or new to the field, "Mastering Quality ...

In this book, Melissa Perri explains how laying the foundation for great product management can help companies solve real customer problems while achieving business goals. By understanding how to communicate and collaborate within a company structure, you can create a product culture that benefits both the business and the customer. You'll learn product management principles that can be applied to any organization, big or small.

In this comprehensive guide, authors Kelly Shortridge and Aaron Rinehart help you navigate the challenges of sustaining resilience in complex software systems by using the principles and practices of security chaos engineering. By preparing for adverse events, you can ensure they don't disrupt your ability to innovate, move quickly, and achieve your engineering and business goals.

"Thinking Like a CTO" (2nd Edition) is a comprehensive and insightful book that delves into the mind of a Chief Technology Officer (CTO), providing a wealth of knowledge and practical strategies to navigate the complex world of technology leadership. Authored by Umut Gökbayrak, a seasoned CTO with extensive experience in startups and large enterprises, this book offers a deep understanding of the challenges, responsibilities, and opportunities that come with the role. Throughout the book, Gökbayrak shares his expertise and real-world experiences, guiding readers through key areas of ...

A complete guide on how to get your first programming job from a hiring manager, even if you are changing careers, a transitioning military veteran, don't have a degree, or want to make more money. I made a career switch from sales and with no coding experience to becoming a software engineer (with no degree) and am now a senior software engineering manager (hiring manager) at the largest tech company in the world leading teams of dozens of engineers. This is how I did it.

In Understanding Software, Max Kanat-Alexander, Technical Lead for Code Health at Google, shows you how to bring simplicity back to computer programming. Max explains to you why programmers suck, and how to suck less as a programmer. There's just too much complex stuff in the world. Complex stuff can't be used, and it breaks too easily. Complexity is stupid. Simplicity is smart.

Unlock the secrets to designing scalable, resilient, and high-performing systems with the System Design Workbook! This hands-on guide provides developers with the practical knowledge and tools to tackle real-world system design challenges. Whether you're preparing for technical interviews, optimizing existing systems, or building robust architectures, this workbook is your essential resource.What You'll Learn: Core system design concepts, including scalability, bottleneck identification, and trade-offs. Effective strategies for data partitioning and replication to handle large-scale data. ...

Data science is the application of a combination of mathematical, statistical, analytical, and programming skills for the collection, organization, and interpretation of data to allow effective and proper management of the business whose data it is. It is a field where one should be trained and practiced. Without proper training and applicative skills, one cannot be as successful as a data scientist. There is a lot to learn about various data science tools and techniques. Getting certified will not only help you hone your skills but also will confirm your future as a data scientist.

Master the Fundamentals of System Design Interviews! Are you preparing for a System Design Interview but unsure where to start? "System Design Interview – Part 1: Introduction to System Design" is your ultimate guide to mastering the foundational concepts needed to tackle even the most challenging design questions. In this book, you'll learn: The structured approach to answering system design questions Core system design principles: scalability, availability, reliability, and performance How to break down open-ended problems with a step-by-step framework Key trade-offs and real-world ...

Data-Oriented Programming is a one-of-a-kind guide that introduces the data-oriented paradigm. This groundbreaking approach represents data with generic immutable data structures. It simplifies state management, eases concurrency, and does away with the common problems you’ll find in object-oriented code. The book presents powerful new ideas through conversations, code snippets, and diagrams that help you quickly grok what’s great about DOP.

In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient - lessons directly applicable to your organization.

Written in the trenches of helping hundreds of B2B SaaS businesses, The Pricing Roadmap will help you pour gasoline on the fire of your pricing. Ditch the guesswork with this step-by-step guide to designing SaaS pricing that grows your business—whether you’re a startup, prerevenue venture, or an established market leader.

Unlock the potential of Generative AI with this Large Language Model production-ready playbook for seamless deployment, optimization, and scaling. This hands-on guide takes you beyond theory, offering expert strategies for integrating LLMs into real-world applications using retrieval-augmented generation (RAG), vector databases, PEFT, LoRA, and scalable inference architectures. Whether you're an ML engineer, data scientist, or MLOps practitioner, you’ll gain the technical know-how to operationalize LLMs efficiently, reduce compute costs, and ensure rock-solid reliability in production.

This practical handbook provides a step-by-step guide for you to get the best Continuous Delivery Pipeline for your software. Written by Dave Farley - the inventor of the Continuous Delivery Deployment Pipeline and author of the award-winning book "Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation”. Dave Farley shares his advice and experience in this essential handbook on how to build, use and improve your Continuous Delivery Pipeline. This books explains what a Continuous Delivery Deployment Pipeline is, the key components and stages, ...

O3DE is an open source, large scale 3D, game, and, simulation engine. With over 2 million lines of code, it is not easy to discover all the great features and technical elements. This guide is intended to help engineers navigate the most commonly used and necessary functionality to extend, improve or use O3DE for games, simulations, film, and, any other interactive media.

Tony Fadell led the teams that created the iPod, iPhone and Nest Learning Thermostat and learned enough in over 30 years in Silicon Valley about leadership, design, startups, Apple, Google, decision-making, mentorship, devastating failure and unbelievable success to fill an encyclopaedia. So that's what this book is. An advice encyclopaedia. A mentor in a box. Build is full of personal stories, practical advice and fascinating insights into some of the most impactful products and people of the 20th century.