Kirjahaku

The advent of deep learning has been transformative for many difficult problems in machine learning, often delivering breakthrough performance compared with previous techniques. This paradigm shift has swept over the field of natural language processing, where an emerging deep learning approach has set the state-of-the-art in text categorization, information extraction, recommendations, and more. Deep Learning with Text is a practitioner's guide that will help you learn how the neural networks that power modern natural language processing techniques work "under the hood." You'll find examples using "batteries-included" libraries in Python--including spaCy, gensim, and others--for applying this modern, deep learning approach to solve real-world problems with natural language text. Until now, much of the published material about deep learning has been sequestered in research papers and graduate-level academic textbooks. This practical book will enable software developers and data scientists to build new products and systems that have only become possible in the past couple of years.

Help students to build their subject knowledge and understanding with the updated edition of our Eduqas GCSE Religious Studies Route B Student Book. Work through accessible and engaging content that has been thoroughly revised by subject specialists to provide streamlined and up-to-date support for the specification.- Feel confident teaching the Catholic and Judaism content with expert guidance written by faith experts and Diocesan advisors- Develop understanding through clear, accessible explanations of the specification content and key concepts- Keep track of progress with learning objectives and summaries for every topic- Engage students and cement knowledge and skills using a range of assessment related tasks, activities and guidance that support learning and revision- Cater for students of varying learning styles through a visually engaging approach that uses photos and artwork to enhance subject interest and understanding

Road Kill 7 is like an awkward family portrait. Apocalyptic Karma stands poised behind a pink curtain. A frustrated cryptid reemerges behind the Pine Curtain. A haunting act of penitence occurs at a blood-soaked battleground. A stark Lone Star lottery costs a woman both her sons. Then, there's a slippery connubial nexus, a bizarre diluvial disappearance, a spry, mysterious book sniffer, and an avenging hoodoo demon. There are elements in the frame you don't recognize until you see them up close, with your own eyes. By then, of course, it's too late.