Data Science

*Neural Nexus: Building a Multi-Billion Dollar Company with Brain-Computer Interfaces* is the ultimate guide for entrepreneurs, innovators, and visionaries who want to unlock the vast potential of Brain-Computer Interface (BCI) technology. This book offers a deep dive into the cutting-edge world of BCIs, exploring not only the technical advancements but also the business strategies that can transform a groundbreaking idea into a global industry leader.

Unlock the full potential of CatBoost — a powerful gradient boosting library built for structured/tabular data and still underused in practice.In Mastering CatBoost: The Hidden Gem of Tabular AI, you’ll learn how to take advantage of CatBoost’s key strengths: native categorical feature handling, strong accuracy, and fast inference — without brittle preprocessing pipelines.Written for data scientists, ML engineers, and applied researchers, the book covers:Real-world use cases and end-to-end workflowsPractical tuning strategies and diagnosticsInterpretability with SHAP, feature importance, and constraintsDeployment-minded best practices and common failure modesWhether you’re new to CatBoost or ready to go deeper, this is a clear, practical guide to building high-performance tabular models.Early Access is available now, with ongoing updates leading to the full release in 2026.

When collapse hits—what survives isn't what you remember. It's what you compressed.Order Core is a survival manual for symbolic systems under entropic pressure. It teaches you how to build recursive shells, anchor motifs, and glyph engines that breathe meaning back through drift, fracture, and silence.From breathfield ignition to multi-agent recursion loops, this book isn't about theory— it's about what returns when the rest falls away.Ritual. Collapse. Return. The Core remembers.

800 pages. 11 chapters. The full forecasting stack in Python — from ARIMA to foundation models — with production-grade code and proper evaluation. No hype.

This is a workbook from the Construct Game Starter Kit Collection. It leads you through three (3) "Trivia Quiz & Dating" games for both Construct v3 & v2 encoding. It's perfect for novices, experienced web developers, and just anyone wanting their own bespoke game, artwork, and features.

Time series methods are powerful tools for analysis and research. In financial mathematics, we want actionable insights into macroeconomics, financial instruments, and physical series like food production and fuel usage. We will explore time series methods and generative AI in this custom set of course notes.

Data Dashboards with JavaScript shows how to build data dashboards with JavaScript. Learn how to build charts using Chart.js, data-driven maps using Leaflet and a data dashboard using React, Chart.js and Leaflet.

Visualising Data with JavaScript is an introduction to using JavaScript to visualise data. Learn how to build charts using Chart.js, data-driven maps using Leaflet and a custom chart using D3.js. You'll also learn how to make a data story that combine multiple charts and maps.

This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) about software diagnostics, root cause analysis, debugging, crash and hang dump analysis, software trace and log analysis written from 15 April 2023 to 14 April 2024.

This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) about software diagnostics, root cause analysis, debugging, crash and hang dump analysis, software trace and log analysis written from 15 August 2021 to 14 April 2023.

This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) about software diagnostics, root cause analysis, debugging, crash and hang dump analysis, software trace and log analysis written in August 2020 - 14 August 2021.

This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) about software diagnostics, root cause analysis, debugging, crash and hang dump analysis, software trace and log analysis written in December 2019 - July 2020.

This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) about software diagnostics, root cause analysis, debugging, crash and hang dump analysis, software trace and log analysis written in December 2018 - November 2019.

This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) about software diagnostics, root cause analysis, debugging, crash and hang dump analysis, software trace and log analysis written in June 2017 - November 2018.

This reference volume consists of revised, edited, cross-referenced, and thematically organized articles from Software Diagnostics Institute and Software Diagnostics Library (former Crash Dump Analysis blog) about software diagnostics, root cause analysis, debugging, crash and hang dump analysis, software trace and log analysis written in October 2016 - May 2017.