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Generative AI
An engaging and essential discussion of generative artificial intelligence In Generative AI: Navigating the Course to the Artificial General Intelligence Future, celebrated author Martin Musiol—founder and CEO of generativeAI.net and GenAI Lead for Europe at Infosys—delivers an incisive and one-of-a-kind discussion of the current capabilities, future potential, and inner workings of generative artificial intelligence. In the book, you'll explore the short but eventful history of generative artificial intelligence, what it's achieved so far, and how it's likely to evolve in the future. You'll also get a peek at how emerging technologies are converging to create exciting new possibilities ...
Generative Deep Learning
Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models. The book starts with the basics of deep learning and progresses to cutting-edge architectures. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative. Discover how VAEs can change facial expressions in photos Train GANs to generate images based on your ...
AI Strategy for Sales and Marketing
Marketing and sales prioritize AI and machine learning more than any other business department, yet often struggle with how to scale and strategize the opportunities they present. AI Strategy for Sales and Marketing presents a framework for understanding how AI can boost customer-centricity and sales by creating a connected strategy that delivers value today and into the future. Supported by practical tips and advice throughout, it covers topics including personalization, upskilling, customer experience for both on and offline shopping channels and the importance of using AI responsibly to create consumer trust. Featuring original research and interviews with leading practitioners, it also contains global case studies from organizations in a range of sectors, including Samsung, PwC, Rolls Royce, Deloitte and Hilton, with insights into the various stages of their adoption journeys. Written by a recognized industry expert, it is an invaluable resource for those wanting to benefit from using AI strategically in marketing, sales and CX.
만들면서 배우는 생성 AI
진화와 혁신의 경계를 넘는 생성 AI 완벽 가이드 이 책은 딥러닝 기초부터 최신 생성 AI 모델까지 설명합니다. 텐서플로와 케라스를 사용해 변이형 오토인코더(VAE), 생성적 적대 신경망(GAN), 트랜스포머, 노멀라이징 플로 모델, 에너지 기반 모델, 잡음 제거 확산 모델 등 인상적인 생성 딥러닝 모델을 만드는 법을 다룹니다. 다양한 생성 AI 활용법을 배워 모델을 효율적으로 학습시키고 창의적인 생성 모델을 만들어보세요.
Educational Commons in Theory and Practice
In this volume, critical scholars and educational activists explore the intricate dynamics between the enclosure of global commons and radical visions of a common social future that breaks through the logics of privatization, ecological degradation, and dehumanizing social hierarchies in education. In its institutional and informal configurations alike, education has been identified as perhaps the key stake in this struggle. Insisting on the urgency of an education that breaks free of the bonds of enclosure, the essays included in this volume weave together bright threads of radical thought into a vivid tapestry illustrating a critical framework for enacting a global educational commons.
Генеративное глубокое обучение. Как не мы рисуем картины, пишем романы и музыку
Генеративный ИИ — одна из самых обсуждаемых тем в сфере технологий. Пора разобраться с возможностями TensorFlow и Keras, чтобы с легкостью создавать впечатляющие генеративные модели глубокого обучения, включая вариационные автокодировщики (VAE), генеративно-состязательные сети (GAN), трансформеры, нормализующие потоки, модели на основе энергии и диффузионные модели удаления шума. Дэвид Ф...
