Books

Unlock the power of Artificial General Intelligence (AGI) to revolutionize your business operations and strategy. This comprehensive guide explores how AGI can drive innovation, streamline processes, and enhance decision-making to help you build a multi-billion-dollar company. From optimizing customer experience and marketing to fostering sustainable growth, this book provides a step-by-step roadmap for leveraging AGI to achieve long-term success. Whether you're a business leader, entrepreneur, or strategist, discover how AGI can be your ultimate tool for competitive advantage in today’s fast-paced market. Get ready to transform your business and shape the future of your industry!

Unlock the full potential of CatBoost — the powerful, yet often overlooked, gradient boosting library built for structured data.In Mastering CatBoost: The Hidden Gem of Tabular AI, you'll discover how to harness CatBoost’s unique strengths: native support for categorical features, fast inference, and state-of-the-art accuracy. Designed for data scientists, ML engineers, and AI practitioners, this book walks you through real-world use cases, tuning strategies, model interpretability (like SHAP and feature importance), and best practices for production deployment. Whether you're just getting started or looking to go deeper, this is your essential guide to building high-performance models with CatBoost. Now available in Early Access, with continuous updates leading to a full release in late 2025 / early 2026. Start mastering one of the best tools for tabular AI today.

I wrote this cookbook to save you time troubleshooting and more time discovering insights. These recipes tackle the literal problems you'll face—mismatched keys, shape errors, memory leaks, rate limits—so that each step builds toward a smooth, automated workflow.

Understanding the most common mistakes in machine learning will allow you not only to avoid them, but to build better machine learning systems and less prone to errors. After reading this book, you will be ready to build more robust and trustworthy machine learning models.

این کتاب راهنمایی مختصر و تصویری است برای افرادی که می‌خواهند سازوکارهای مدل‌های زبانی بزرگ را در مصاحبه‌ها، پروژه‌ها یا حتی برای رفع کنجکاوی شخصی‌شان بهتر درک کنند.

Mastering Modern Time Series Forecasting is your all-in-one guide to building real-world forecasting systems that work — from classical stats to deep learning and beyond. Whether you're modeling retail demand or energy loads, this book gives you the tools, intuition, and code to go from zero to production. You'll cover ARIMA, ML, deep nets, transformers, and even the rise of FTSMs (Foundational Time Series Models). Written by a practitioner who’s built forecasting solutions for multibillion-dollar businesses, this is the hands-on, honest guide every data scientist, analyst, or forecaster needs.

Discover how to build AI systems that don’t just react — they act. Agentic AI is your guide to designing autonomous, goal-driven systems that think, plan, and execute with purpose.

Your First Machine Learning Book breaks down the science behind AI in a way anyone can dive into.

Unlock the power of Artificial Intelligence with AI Fundamentals—your essential guide to understanding and applying AI in the real world. From machine learning and neural networks to big data and algorithmic transparency, this book breaks down complex concepts into clear, actionable insights. Discover how AI is transforming industries, driving innovation, and creating competitive advantages for businesses worldwide. Through real-world case studies, ethical considerations, and practical frameworks, AI Fundamentals equips you with the knowledge to harness AI effectively. Whether you’re a business leader, data scientist, or AI enthusiast, this book provides the tools to navigate the AI-driven future with confidence.

Büyük dil modellerine dair ana kavramları ve pratik uygulamaları kapsayan, açık ve görsellerle desteklenmiş bir rehber. Projeler, mülakatlar ve kişisel öğrenme için idealdir.

The essentials of making predictions using supervised regression and classification for tabular data. Tech stack: python, pandas, scikit-learn, CatBoost, LightGBM, XGBoost

大規模言語モデル (LLM) の主要な概念から実践的な応用例まで、簡潔に図解されている学習ガイドです。プロジェクトでの利用、面接対策、個人的な学習にも最適です。

Welcome to Part 1 of DeepSeek AI from Beginner to Paid Professional! In this installment, we dive into DeepSeek, a cutting-edge platform that is revolutionizing the way we build, deploy, and scale AI solutions. Whether you're a beginner taking your first steps into generative AI or an intermediate learner looking to deepen your expertise, this part of the series will equip you with the hands-on skills and practical knowledge to master DeepSeek and create deployable AI applications.