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The book is the drivers handbook for the State of North Carolina
At one point during our lunch the famous Sonny Bono asked, "So in other words, we've reached a point where a rescuer can't say 'screw the rules' and just do the right thing?" Not in other words, Sonny. Those are the perfect words. Immutable Law #2 Saving lives is not our priority. Following our policies is our priority. Protecting ourselves comes next. Avoiding lawsuits comes third. You come somewhere after that. * * * I was not even out of school before I witnessed my first doctor commit murder. It would not be my last - Lord, no - but I can recall that night as vividly as though it happened last week. Few medics forget their first physician homicide. * * * The ugly truth is some of the most macho medics on the planet turn into complete lollipops in the presence of an arrogant, incompetent physician. No matter how you parse it, that is professional cowardice. * * * K. Patrick McDonald is a graduate of UCSD La Jolla School of Medicine original Advanced Field Medicine program. He was appointed the first EMS Supervisor for the City of San Diego under Mayor (and then Governor) Pete Wilson's administration. He created one of the nation's first STAR (Special Trauma & Rescue) Teams and co-authored the San Diego City Disaster Preparedness Plan. He was a co-author of the National Waterpark Lifeguard Training Manual. He has acted as consultant to the U.S. Secret Service in Presidential Protection matters. He writes, "After 30 years of occasionally saving lives, I learned that by writing and speaking, I can do more good for more citizens, while tolerating far fewer medical-political snollygosters." (For more on this fascinating subject, visit www.ParamedicHeretic.com)
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.
Driving is a privilege and not a right. Drivers must drive responsibly and safely, obey traffic laws, and never drink and drive. Finally, make sure that you and your passengers are properly buckled up - it's the law! Today's vehicles are loaded with technology that was unheard of even a decade ago. Systems that warn when you are drifting from your lane, assist you in parallel parking, automatically brake in emergency situations and provide 360 degrees of vision around the vehicle via a camera are becoming standard, even on moderately priced vehicles. As remarkable as these leaps in automotive technology are, the truth is that the most important safety feature in any vehicle remains you as the driver. Therefore, it is to your benefit to continue improving and expanding your knowledge of traffic laws and safe driving practices. Driving is a privilege. Once you have been issued a driver's license, you have the responsibility to continually demonstrate the skill and knowledge to drive safely. Whether you have been behind the wheel for decades or are just starting to venture out, driving is a discipline that requires judgment, knowledge, physical and mental self-awareness, and practice. "What Every Driver Must Know" is an excellent resource for assisting you on this lifelong journey.