An exclusive free 10-page sampler. The Lean Machines are genuine experts in health and happiness and have helped thousands of people get lean and strong through their work as personal trainers and on their hugely popular YouTube channel. Champions of balance, moderation and individuality, their advice is sensible, accessible, and not at all intimidating - eat well, move better and feel awesome! "Our aim is to help as many people as possible get healthy and understand that getting in great shape doesn't have to be hard or depressing." Here, they share their secrets in their first book; a fun, fully illustrated guide for becoming the best version of yourself. Featuring easy nutritious recipes, as well as simple workouts, toning tips and mindfulness techniques, the boys prove that having a healthy lifestyle is achievable and fun. #leanmachines

Everyone involved in paper making knows Asten as a world class manufacturer of paper machine clothing. Perhaps less well known is that Asten started in this industry more than 120 years ago. Since then the company has taken advantage of modern manufacturing techniques to produce innovative products needed by the growing paper making industry. That is why Asten commissioned Dr. Sabit Adanur to write this book - to continue spreading sophisticated papermaking knowledge throughout the global paper industry. This book discusses how the latest technological innovations help produce quality paper products. It also covers the use of TQM and computers in the papermaking process as basic paper structure and properties.

Most startups fail. But many of those failures are preventable. The Lean Startup is a new approach being adopted across the globe, changing the way companies are built and new products are launched. Eric Ries defines a startup as an organization dedicated to creating something new under conditions of extreme uncertainty. This is just as true for one person in a garage or a group of seasoned professionals in a Fortune 500 boardroom. What they have in common is a mission to penetrate that fog of uncertainty to discover a successful path to a sustainable business. The Lean Startup approach fosters companies that are both more capital efficient and that leverage human creativity more effectively. Inspired by lessons from lean manufacturing, it relies on “validated learning,” rapid scientific experimentation, as well as a number of counter-intuitive practices that shorten product development cycles, measure actual progress without resorting to vanity metrics, and learn what customers really want. It enables a company to shift directions with agility, altering plans inch by inch, minute by minute. Rather than wasting time creating elaborate business plans, The Lean Startup offers entrepreneurs—in companies of all sizes—a way to test their vision continuously, to adapt and adjust before it’s too late. Ries provides a scientific approach to creating and managing successful startups in a age when companies need to innovate more than ever.

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

When James Womack, Daniel Jones, and Daniel Roos wrote THE MACHINE THAT CHANGED THE WORLD in 1990, Japanese automakers, and Toyota in particular, were making a strong showing by applying the principles of lean production. However, the full power of lean principles was unproven, and they had not been applied outside of the auto industry. Today, the power of lean production has been conclusively proved by Toyota's unparalleled success, and the concepts have been widely applied in many industries. Based on MIT's pioneering global study of industrial competition, THE MACHINE THAT CHANGED THE WORLD offers a groundbreaking analysis of the entire lean business system, including product development, supplier management, sales, service, and production - an analysis even more relevant today as GM and Ford struggle to survive and a wide range of British abd American companies embrace lean production. A new Foreword by the authors brings the story up to date and details how their predictions were right. As a result, this reissue of a classic is as insightful and instructive today as when it was first published.