Books
- Super Study Guide: ตัวแปลงและแบบจำลองภาษาขนาดใหญ่Afshine Amidi, Shervine Amidi, Charin, and Bodin Ponvilawan
หนังสือเล่มนี้เป็นคู่มือฉบับกระชับพร้อมภาพประกอบ สำหรับผู้ที่อยากเข้าใจการทำงานภายในของแบบจำลองภาษาขนาดใหญ่ ในบริบทการสัมภาษณ์ ทำ โครงการ หรือเพื่อสนองตอบความใคร่รู้ของตนเอง
- The Hundred-Page Guide to the Core Mathematics of Machine LearningA Practical Introduction to Linear Algebra, Calculus, and Statistics with Python and NumPyPR
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.
You’ll get a clear, beginner-friendly introduction to AI and machine learning, explanations of neural networks, data, and training processes, practical insights into how AI really works (without hype) and a hands-on PyTorch project to build your own small AI
- Probabilistic Forecasting with Conformal Prediction in PythonThe Practical Guide to Uncertainty Quantification for Data Science, Machine Learning, and ForecastingValery Manokhin
Turn uncertainty into a competitive advantage with probabilistic forecasting and Conformal Prediction.
- Applied Conformal Prediction:Practical Uncertainty Quantification for Real-World MLPractical Uncertainty Quantification for Real-World ML Learn Conformal Prediction (CP), the state-of-the-art technique for building statistically valid, model-agnostic prediction intervalsValery Manokhin
A powerful new book on Conformal Prediction by bestselling author and machine learning expert Valery Manokhin, bridging theory and real-world machine learning. Discover how to quantify uncertainty with statistical guarantees—across deep learning, time series, forecasting, and more. Preorder now before the price goes up.
- AGI for Business Leaders: Transforming Operations and Strategy for Billion-Dollar Growth**Unlocking the Power of Artificial General Intelligence for Sustainable Growth and Billion-Dollar Success**Dr. johnson krish
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!
- No Description Available
- Python Data Science CookbookPractical solutions across fast data cleaning, processing, and machine learning workflows with pandas, NumPy, and scikit-learnGitforGits | Asian Publishing House
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.
- Super Study Guide: ترانسفورمرها و مدلهای زبانی بزرگAfshine Amidi, Shervine Amidi, and Amir Ziai
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 ForecastingA Comprehensive Guide to Statistical, Machine Learning, and Deep Learning Models in PythonValery Manokhin
800 pages. 11 chapters. The full forecasting stack in Python — from ARIMA to foundation models — with production-grade code and proper evaluation. No hype.
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.
- AI FundamentalsUnderstanding the Core Concepts, Technologies, and Business Impact of Artificial IntelligenceA DASCIN Publication
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.
- Super Study Guide: Transformer 与大语言模型Afshine Amidi, Shervine Amidi, Tao(Thomas) Yu, and Binbin XiongNo Description Available
- Super Study Guide: Dönüştürücüler ve Büyük Dil ModelleriAfshine Amidi, Shervine Amidi, and Merve Ayyüce KIZRAK
Büyük dil modellerine dair ana kavramları ve pratik uygulamaları kapsayan, açık ve görsellerle desteklenmiş bir rehber. Projeler, mülakatlar ve kişisel öğrenme için idealdir.
- The Orange Book of Machine Learning - Green editionThe essentials of making predictions using supervised regression and classification for tabular data.Carl McBride Ellis
The essentials of making predictions using supervised regression and classification for tabular data. Tech stack: python, pandas, scikit-learn, CatBoost, LightGBM, XGBoost, TabPFN, TabICL
