Harness the power of the easy-to-use, high-performance fastai framework to rapidly create complete deep learning solutions with few lines of codeKey FeaturesDiscover how to apply state-of-the-art deep learning techniques to real-world problemsBuild and train neural networks using the power and flexibility of the fastai frameworkUse deep learning to tackle problems such as image classification and text classificationBook Descriptio...

Maurice 'Moggy' Mayne was a cricket-loving air gunner in the Second World War, with a pretty girlfriend back home in rural England. His turret was in a Bristol Beaufort and his pilot had to fly with almost suicidal bravery at giant German warships before releasing the torpedo. No wonder Moggy's first pilot cracked up and his second liked to drink. When he was shot down, Moggy miraculously survived – unlike his best friend Stan. Moggy was sent to Stalag Luft VIIIB, an infam...

What would you do if you were struck by an enemy bullet in wartime, then realised you were still alive? For most of us, that would be the end of our fight. If we were capable of thought while we tried to cope with the pain, we'd probably hope to be rushed to hospital so that someone could save our lives. But a hundred years ago, in the opening battle of the First World War at Mons, two young men didn't react like that. Lieutenant Maurice Dease and Private Sidney Godley, bo...

Imagine you are an RAF torpedo pilot in World War Two, sent on missions so dangerous that you're later likened to the Kamikaze. Suicide wasn't a recognised part of the objective for British airmen, yet some pilots felt they had accepted certain death just by climbing into their cockpits. There were times in 1942 when Arthur Aldridge felt like this. At the age of 19, this courageous young man had quit his studies at Oxford to volunteer for the RAF. He flew his Bristol Beaufort like there wa...

Ought we conceive of theological ethics as an activity that draws from a community's vision of human goodness and that has implications for the kind of person each of us is to be? Or, can students of the discipline map the ethical implications of what Christians confess about God, themselves, and the world while remaining indifferent to these claims? Habituated by modern moral theories such as consequentialism and deontology, Mark Ryan argues, we too often assume that Christian ethics make...

Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.Machine Learning for Tabular Data teaches you to train insightful machine learning models on common tabular business data sources such as spreadsheets, databases, and logs. You’ll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorc...

Don't be a square! Strengthen your geometrical skillsLots of students need extra practice to master geometry. Thankfully, there's Geometry Workbook For Dummies. Packed with hundreds of practice problems and easy-to-understand concept explanations, this book takes a hands-on approach to showing you the geometric ropes. Inside, you'll find a helpful review of basic terms and concepts, so you can hit the ground running when you get to the more advanced stuff....

Looking for Job Interview Questions and Methods?Want to crack your next job Interview?There are fourteen root questions asked in any job interview. The author goes through the 14 Root Questions, how to develop stories to answer these questions, as well as which elements the interviewer is testing so that you can add those elements to your story.This gives the interviewee using the Cram-14 method to hit homerun after homerun throughout the interviewer. The author inc...

Make calculus more manageable with simplified instruction and tons of practiceCalculus All-in-One For Dummies pairs no-nonsense explanations of calculus content with practical examples and practice problems, so you can untangle the difficult concepts and improve your score in any calculus class. Plus, this book comes with access to chapter quizzes online. Dummies makes differentiation, integration, and everything in between more manageable, so you can crus...

Unlocking Constitutional and Administrative Law provides an indispensable foundation in this core law curriculum subject, ensuring that you grasp the main concepts with ease. Containing accessible explanations in clear and precise terms that are easy to understand, it provides an excellent foundation for learning and revising Constitutional and Administrative Law.The information is clearly presented in a logical structure and the following features support learning, helpin...

Slay the calculus monster with this user-friendly guideCalculus For Dummies, 2nd Edition makes calculus manageable—even if you're one of the many students who sweat at the thought of it. By breaking down differentiation and integration into digestible concepts, this guide helps you build a stronger foundation with a solid understanding of the big ideas at work. This user-friendly math book leads you step-by-step through each concept, operation, and solutio...

Understanding America's Gun Culture focuses on building understanding of some of the issues associated with U.S. gun culture and the contemporary debate about the availability and use of guns. This edited volume is unique in that it draws on a wide variety of disciplines and presents perspectives on both sides of the debate. Contributors hail from the academic disciplines of history, social work, criminal justice, sociology, religion, and theological ethics as well as policy agencies. Some...