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A decade ago, developers built information-sharing software by writing a lot of custom code in a single code base, then adding layers of caching. Now we build information systems: interdependent software and services, data platforms, and event streams. Many of our software-to-systems initiatives fail, though, and when they do, we double down on traditional linear approaches. But linear thinking cannot resolve systems challenges. We need to shift to systems thinking.

This book takes you on a journey from the early days of PCs, through the evolution of technology, to the assembly of teams that built the bedrock of today's digital world. Sinofsky shares firsthand experiences, revealing the challenges and triumphs encountered while navigating Microsoft's corporate dynamics, and how external forces like the press and partnerships influenced the trajectory of personal computing.

Everything you need to create neural networks with PyTorch, including Large Language and diffusion models. PyTorch core developer Howard Huang updates the bestselling original “Deep Learning with PyTorch” with new insights into the transformers architecture and generative AI models.

The bestselling book on Python deep learning, now covering generative AI, Keras 3, PyTorch, and JAX! Deep Learning with Python (Third Edition) puts the power of deep learning in your hands. This new edition includes the latest Keras and TensorFlow features, generative AI models, and added coverage of PyTorch and JAX. Learn directly from the creator of Keras and step confidently into the world of deep learning with Python.

Educator and neuroscientist Dr. Jared Cooney Horvath reveals why digital tools in school consistently undermine learning—and what parents, teachers, and schools can do to push back with purpose. Our children are struggling. Schools, once alive with human connection, are now dominated by...

Writing computer programs in Python just got a lot easier! Use AI-assisted coding tools like GitHub Copilot and ChatGPT to turn your ideas into applications faster than ever.

Looking to learn Python? Python has gone to be one of the most popular programming languages in the world, and you will be one of the few people left out if you don’t add this knowledge to your arsenal. This audiobook makes learning Python simple, fast, and easy, taking away the confusion from learning a new language. It will teach you all the basics of Python, and even some of the more advanced Python concepts, taking you from beginner to intermediate Python programmer.

Every SaaS company on earth is careening towards its next revenue plateau. It’s called a Growth Ceiling—a moment in time where growth stops, and you’re losing just as many customers as you’re bringing in. It’s not an opinion—it’s just how recurring revenue businesses work.

The most human-friendly book on machine learning Somewhere buried in all the systems that drive artificial intelligence, you'll find machine learning―the process that allows technology to build knowledge based on data and patterns. Machine Learning For Dummies is an excellent starting point...

Learn application security from the very start with this comprehensive and approachable guide. Alice and Bob Learn Application Security is an accessible and thorough resource for anyone seeking to incorporate, from the beginning of the System Development Life Cycle, best security practices in software development. This book covers all the basic subjects such as threat modeling and security testing, but also dives deep into more complex and advanced topics for securing modern software systems and architectures.

Python is one of the easiest coding languages to master because it bases itself on the English language. Intuitive and simple, anyone can get started with programming in Python, almost overnight! It can even jumpstart your hobby or career in tech, taking you places you never thought you could go. And this is where this book comes into play… it’s your launchpad into the phenomenal world of Python programming.

Learn Windows PowerShell in a Month of Lunches, third edition, is an innovative tutorial designed for busy IT professionals. Just set aside one hour a day - lunchtime would be perfect - for a month, and you'll be automating Windows tasks faster than you ever thought possible. This updated edition covers PowerShell features that run on Windows 7, Windows Server 2008 R2 and later, and PowerShell v3 and later, and includes v5 features like PowerShellGet.

Newly updated for 2023! This book defines all modern tech terms and explains how the machines and devices that saturate our everyday life work exactly. But here's the important part: the explanations in this book are written simply and in a way that the average person can understand. With over 100 chapters, you'll remove the confusions associated with modern-day technology, and gain answers to questions you may not even know you had.

Becoming a solutions architect requires a hands-on approach, and this edition of the Solutions Architect's Handbook brings exactly that. This audiobook will teach you how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. It will also help you build effective product strategies for your business and implement them from start to finish.

How do some organizations maintain 24-7 internet-scale operations? How can organizations integrate security while deploying new features? How do organizations increase security within their DevOps processes? This practical guide helps you answer those questions. Steve Suehring provides unique content to help practitioners and leadership successfully implement DevOps and DevSecOps. Learning DevSecOps emphasizes prerequisites that lead to success through best practices and then takes you through some of the tools and software used by successful DevSecOps-enabled organizations.

Technical knowledge alone isn't enough - increase your software development income by leveling up your soft skills Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal.

A few years ago, learning to code meant struggling through syntax rules, missing semicolons, and endless debugging. Today, modern AI tools allow you to describe what you want in plain English and generate working code in seconds. But AI coding tools are not magic—they are extremely capable, occasionally wrong, and always in need of a human who knows how to steer them. In AI-Assisted Coding for Beginners, author Helen Sandbank delivers a hands-on, zero-experience-required guide to directing modern AI coding assistants like a professional developer. Whether you have never written a line of ...

Break Into the Tech Industry Without a Computer Science Degree or Bootcamp Price Tag. Are you looking for a realistic, high-paying career path in technology, but feel blocked because you don't know how to code or don't have a computer science degree? Software testing—often called Quality Assurance (QA)—is tech’s best-kept secret. It is technical enough to command six-figure salaries, yet approachable enough that you can learn the fundamental skills on your own laptop. In Software Testing for Beginners, instructor Helen Sandbank delivers a step-by-step, hands-on masterclass designed to...

Master the Art of Designing Modern Software Systems — From Beginner to Expert, with Real-World Examples and Interview Prep. If you’re a beginner just starting out, or a developer preparing for system design interviews, or a senior architect looking to sharpen your knowledge, Modern Software System Design & Architecture is your complete guide to building reliable, scalable, and real-world systems. Who This Book Is For? Newcomers: Learn the fundamentals of reliable and scalable system design with simple, beginner-friendly explanations. Experienced Engineers: Prepare confidently for system...

Inside this book, readers will learn how to: Apply a five-question framework before writing a single line of architecture — identifying what decision the system supports, who consumes its output, how fresh that output must be, what a wrong output costs, and what the system does when it is unavailable Design the data layer for ML workloads from first principles — covering data contracts, schema versioning, lineage tracking, and the boundary discipline that prevents the silent cross-team failures most ML incidents trace back to Build feature engineering pipelines with point-in-time ...