Bad data breaks good code. You’ve written Python that works perfectly in testing, only to watch it fail in production because of a malformed API request, a messy CSV, or a missing config value. That’s the hidden cost of Python’s flexibility: without runtime validation, you’re always one bad input away from a crash. Enter Pydantic. This book takes you from the foundations of data validation to real-world applications in APIs, data pipelines, configurations, and machine learning workflows. Along the way, you’ll explore practical techniques, advanced features, and alternatives like Marshmallow, attrs, and dataclasses, so you’ll always know which tool is right for the job. If you’re a Python developer, data engineer, or FastAPI user, this is your roadmap to writing safer, cleaner, and more reliable code.
This book isn't about patterns, principles, or best practices; there's actually barely any code in it. It's about the many things I've learned along the way being a professional programmer, and about the many, many mistakes I made along that way as well.
Take your first step into the world of data mining! This beginner-friendly guide blends theory and practice, covering classification, clustering, decision trees, and parallel computing with MPI. Perfect for students, researchers, and educators.
الهندسة الصناعية للمحترفين: إعداد العنان لقوة الذكاء الاصطناعي الوليدي
Demystify the mathematical foundations of machine learning with this concise, hands-on guide. Dive into the essentials of linear algebra, calculus, and statistics, specifically tailored for practical application with Python and NumPy. No more wading through dense textbooks – get the core concepts you need to build intelligent systems, fast.
В книге — только рабочие приёмы: пайпы и перенаправления, регулярные выражения, grep, sed, awk, практики работы с процессами и сигналами, базовые сетевые инструменты (ip, nmap, curl, ssh), продуктивность (tmux, история, алиасы), а также портативное оформление вывода через tput и terminfo. Все примеры проверены на Ubuntu 24.04 LTS и воспроизводимы «как есть» — достаточно развернуть минимальный датасет одной командой. Вы узнаете как:мыслить потоками: cat | grep | sort | uniq | tee;чистить и преобразовывать текст sed/awk и регулярками;быстро находить нужное (find, xargs, ripgrep где уместно);управлять задачами: foreground/background, jobs, kill, nice/renice;читать dmesg и ловить новое USB-устройство за один конвейер;упаковывать данные и передавать по сети с прогрессом (pv, ssh);использовать tput и terminfo для цветного и безопасного вывода;работать комфортно в tmux и не терять сессии.
Big teams slow down. Small, AI-powered teams move fast. This book shows how two people + AI can ship features faster, cheaper, and with less noise—using processes you can run with today’s tools.
Unlock the secrets to skyrocketing website traffic, mastering SEO, and dominating Google’s first page with practical strategies, expert insights, and long-term growth techniques.
Take control of Kubernetes with GitOps and Argo CD. This book shows you how to deploy, secure, and scale your applications step by step — from the basics to advanced patterns.
Unlock the true power of your machine. ? Go from guessing commands to mastering the Linux terminal with this all-in-one, meticulously organized guide. Essential for developers, sysadmins, and aspiring hackers. Your journey to fluency starts now.
This eBook gives you the fast-track guide to picking your niche, setting up your channel, recording, editing, and growing an audience. Simple, practical, and beginner-friendly — start your journey as a gaming creator today!
What if AI could scan your face, decide your age, and collect your data — all in a matter of seconds?YouTube’s new AI age verification is just the beginning.This eye-opening book reveals the growing threat of artificial intelligence to your personal privacy — and shows you how to protect yourself before it’s too late.
The digital world is full of risks, from stolen data to powerful cyberattacks. Every day, attackers grow smarter—so our defenses must grow smarter too. AI Shield: How AI Can Keep Us Safe Online shows how Artificial Intelligence is becoming the ultimate guard for the internet age.This book takes you on a journey from the problems of today’s weak defenses to the exciting future of AI-powered protection. You’ll see how AI can spot risks faster than humans, help security teams make better choices, and even predict attacks before they happen.Clear, simple, and practical—this book is not just for experts. It’s for anyone who wants to understand how we can stay safe in a world where everything is connected.
Để chinh phục buổi phỏng vấn việc làm Android sắp tới, hãy tập trung vào việc thực sự hiểu rõ các khái niệm—không chỉ đơn thuần ghi nhớ câu trả lời—và luyện tập cách áp dụng chúng. Với 108 câu hỏi phỏng vấn, 162 câu hỏi thực hành bổ sung, và hơn 50 mẹo chuyên nghiệp, cuốn sách này giúp bạn trau dồi kỹ năng, hiểu rõ lý do, và chuẩn bị cho những thử thách kỹ thuật trong thực tế. Ấn bản bìa cứng | Ấn bản bìa mềm