Books

This book presents both the fundamentals and advanced topics of finite element analysis and design optimization in a concise and pedagogically structured manner

Mastering Advanced Time Series Forecasting in Python is the definitive sequel to the #1 forecasting bestseller. Designed for practitioners who want to go beyond ARIMA and basic ML, this book takes you deep into probabilistic forecasting, hierarchical coherence, and cutting-edge foundation models—backed by production-ready Python code. Learn how to assess forecastability, build scalable pipelines, quantify uncertainty, and deploy systems that deliver real business impact. Written by a globally recognized expert whose methods power multimillion-dollar decisions, this is the practical, honest, and advanced guide every data scientist, ML engineer, and quantitative professional needs to master modern forecasting.

METROSYST reveals the invisible systems behind every metro vehicle — the power, control, and intelligence that keep a city moving. Written by engineer Sinan Balcı, this book turns complex rail technology into clear, visual, and practical insight. From traction to TCMS, GoA4 to RAMS — understand what every metro hides, and every engineer should know.

A model that wins on MAPE can lose money on the shelf. A 15% accuracy gain can hide a 12% bias. An interval that looks tight can be wrong a third of the time.Forecast metrics are decision instruments, not neutral truth detectors — and most teams are still choosing them by habit. This book shows where MAE, MAPE, sMAPE, WAPE, MASE, RMSSE, CRPS, pinball loss, energy scores, bias measures and cost-based metrics help, and where they quietly mislead.Twelve chapters take you from elicitation and baselines through intermittent demand, probabilistic and hierarchical scoring, and the accuracy–utility gap, to a production evaluation system with monitoring, drift detection, alerting and governance. Every metric arrives with its assumptions, every criticism carries a remedy, and a retrospective Walmart M5 case study runs throughout, with Python listings and reproducibility checks.For demand planners, forecasting data scientists, ML engineers and analytics leads who need evaluation choices they can defend. Measure what matters.

The Most Comprehensive Chemical Engineering Practice Dictionary

The information contained in this book is usually provided on the job by mentors so it will remain a vital resource throughout your career.

Updated, useful reference for those involved in plant design, covering all aspects of plant layout in broad detail

My first book “An Applied Guide to Process and Plant Design” showed academics, current students and recent graduates what process plant design is really about. It explains the basis of process plant design, its methodology, and application. It is the book which I wish I had been able to buy when I was learning to be a process engineer. 

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

Discover how machines learn to make decisions, and how you can too. Learning to Learn: Reinforcement Learning Explained for Humans breaks down complex AI concepts into simple, human-friendly explanations with practical projects and step-by-step guides. Perfect for beginners, developers, and anyone curious about the future of intelligent systems.

Turn uncertainty into a competitive advantage with probabilistic forecasting and Conformal Prediction.

Hard work is one of the most misused words, people in the middle or lower economic classes often get it confused with the term “work hard”. Working hard means working for a longer duration whose economic value is lower, but hard work means working which requires expertise, has demand, and thus, has higher economic value. The advantage of hard work is that one can gather more money even after working for less duration, and the disadvantage of working hard is that even with a longer duration, one will still struggle with the money aspects of life.

Untuk menguasai wawancara kerja Android berikutnya, fokuskan pada pemahaman konsep yang sesungguhnya—bukan sekadar menghafal jawaban—dan berlatih bagaimana menerapkannya. Dengan 108 pertanyaan wawancara, 162 pertanyaan praktis tambahan, dan 50+ tips profesional, buku ini membantu Anda mengasah keterampilan, memahami alasannya, dan mempersiapkan diri menghadapi tantangan teknis di dunia nyata. Edisi hardcover | Edisi paperback

Щоб успішно пройти вашу наступну співбесіду на позицію Android-розробника, зосередьтеся на справжньому розумінні концепцій, а не просто на запам'ятовуванні відповідей, та практикуйте їх застосування. Ця книга, що містить 108 питань для співбесіди, 162 додаткових практичних завдання та понад 50 професійних порад, допоможе вам вдосконалити навички, зрозуміти причинно-наслідкові зв'язки та підготуватися до реальних технічних викликів. Видання у твердій палітурці | Видання у м'якій палітурці