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This important new textbook offers a lively and topical discussion of how digital technologies impact various aspects of organizations, such as structure, knowledge, collaboration, communication, identity, legitimacy and power.

Generative modeling is one of the hottest topics in AI. Its now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models.Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, youll understand how to make your models learn more efficiently and become more creative.Discover how variational autoencoders can change facial expressions in photosBuild practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generationCreate recurrent generative models for text generation and learn how to improve the models using attentionUnderstand how generative models can help agents to accomplish tasks within a reinforcement learning settingExplore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN

The all-you-need-to-know visual guide to weaning from Annabel Karmel, Britain's best-loved weaning expert, including one hundred easy recipes.

This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.

Short Stories in Turkish for Beginners is an unmissable collection of eight unconventional and captivating short stories at high-beginner to low-intermediate level for adult and young adult learners.

Align learning and development activity with the organizational strategy, delivered in the flow of work, to improve both employee and organizational performance.

If we can replace or change a negative memory with a new, positive memory, everything downstream of that memory will also change accordingly.

Stop thinking small. Just put yourself out there, aim for the sky, and JFDI.

The NES Encyclopedia is the first ever complete reference guide to every game released on the Nintendo Entertainment System

It was 11pm when I checked my email for the last time and turned off my phone for what I hoped would be forever.

The dramatic untold story of the Chernobyl nuclear power plant disaster, based on original reporting and new archival research.

An accessible introduction to cryptocurrency technology and the extraordinary, wide-ranging impact it will have on our future

Congratulations! You're the proud owner of the most complex information processing device in the known universe. The human brain comes equipped with all sorts of useful design features, but also many bugs and weaknesses. Problem is you don't get an owner's manual. You have to just plug and play. As a result, most of us never properly understand how our brains work and what they're truly capable of. We fail get the best out of them, ignore some of their most useful features and struggle to overcome their design faults. Featuring witty essays, enlightening infographics and fascinating 'try this at home' experiments, New Scientist take you on a journey through intelligence, memory, creativity, the unconscious and beyond. From the strange ways to distort what we think of as 'reality' to the brain hacks that can improve memory, The Brain: A User's Guide will help you understand your brain and show you how to use it to its full potential.

It is time for us to learn a new way of thinking: a cognitive toolkit to navigate intelligence traps, fake news and to maximise our potential.