Class imbalance isn’t a problem. Poor methodology is. This book challenges outdated practices and provides rigorous, data-driven alternatives. We focus on selecting the right tools, threshold tuning, real costs (not class frequencies), and strategic evaluation metrics, to build models that work.
For nearly a hundred years, math believed it found the edge of its own certainty. Gödel proved some truths can never be proven. Turing proved some questions can never be answered — a permanent wall built into logic.What if it's not structural? What if it's a bug?Both proofs smuggle in a self-referential sentence with no way to be rejected. A third truth-value, and the paradox stops computing.
What if every exercise of power had to preserve a way back? THE SOLARA AMENDMENT imagines a constitutional principle built around consent, reversibility, accountability, and human dignity—and asks what changes when power is no longer allowed to be casually permanent.
Implementing ISO/IEC 27001:2022 is easier with the right guide. Packed with practical steps, ready-to-use templates and real-world examples, this book helps you build, manage and certify an effective Information Security Management System with confidence.
Nine pilots fall through a storm into the wrong country. What rises to meet them is not hostility, but tea. And the tea, against every expectation of history, is fantastic.
Smart cards power secure payments, digital identity and trusted authentication around the world. This book is a practical guide to building secure applications for ISO/IEC 7816 and ISO/IEC 14443 systems with real code, hands-on examples and proven development practices.
A test-by-test playbook that turns Maester's 676 security checks into risks you understand and fixes you can run.
Your query planner doesn't know how many rows will match. It guesses. This book shows you exactly how — and why it's sometimes wrong.
A practical 2027 guide for Java developers who want to go beyond syntax. Explore Spring Boot, Jakarta EE, REST, security, JVM performance, gRPC, AI, DDD, testing and architecture through concise, real-world chapters designed to help you build better fullstack systems.
当 AI 能替你写代码,真正的危险不是它写错,而是你以为它不会错。
An AI asked to build a network and its own tooling refused — no human had signed. Six weeks later the same machinery governed bare metal serving a 740B-parameter model, every step on a committed record. This book builds that lab from the ground up: the gate, the run records, the GitLab nervous system, the audit trail — AI doing real infrastructure work you can prove afterwards.
Beneath Parramatta’s glass skyline, the river’s black silt keeps every grief the city has tried to pave over. One touch, and a banker’s carefully ordered life begins to unravel—memory for memory, until only the ancient ledger remains.
The definitive commercial register transmission from Seeker James. The frequencies are locked, the pop post-punk signals are captured, and the metadata is anchored. This official lyricography strips away corporate radio polish to reveal a wire-tight, high-impact collection of raw melodic accessibility, driving alternative rhythms, and unvarnished vocal architecture.