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Learn Generative AI with PyTorch
Create your own generative AI models for text, images, music, and more! Generative AI tools like ChatGPT, Bard, and DALL-E have transformed the way we work. Learn Generative AI with PyTorch takes you on an incredible hands-on journey through creating and training AI models using Python, the free PyTorch framework and the hardware you already have in your office. Along the way, you’ll master the fundamentals of General Adversarial Networks (GANs), Transformers, Large Language Models (LLMs), variational autoencoders, diffusion models, LangChain, and more! In Learn Generative AI with PyTorch you’ll build these amazing models: A simple English-to-French translator A text-generating model as ...
Machine Learning, Animated
The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. Machine Learning, Animated eases you into basic ML concepts and summarizes the learning process in three words: initialize, adjust and repeat. This is illustrated step by step with animation to show how machines learn: from initial parameter values to adjusting each step, to the final converged parameters and predictions. This book teaches readers to create their own neural networks with dense and convolutional layers, and use them to make binary and multi-category classifications. Readers will learn how to build deep learning game strategies and combine this with reinforcement learning, witnessing AI achieve super-human performance in Atari games such as Breakout, Space Invaders, Seaquest and Beam Rider. Written in a clear and concise style, illustrated with animations and images, this book is particularly appealing to readers with no background in computer science, mathematics or statistics. Access the book's repository at: https://github.com/markhliu/MLA
Chinese Literature
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CNN 互動英語 2024 年 6 月號 No.285 【有聲版】
社會 Taiwan’s Earthquake Resilience 從花蓮大地震看台灣展現的韌性 Preparing for and Managing Natural Disasters the Right Way 4月3日，花蓮外海發生芮氏規模7.2的強烈地震，造成許多災情，而台灣政府與民間的應變措施和迅速復原的韌性獲國際媒體高度評價。 商業 Silicon Dreams CNN走進台積電總部一探晶圓製程 Witnessing the Next Generation of Semiconductors at TSMC’s Fabs CNN團隊申請多時，總算獲准進入台積電總部，採訪其員工及董事長劉德音，一窺全球最先進晶片的製程。 社會 Mayhem in Moscow 莫斯科音樂廳遭恐攻 戰事膠著雪上加霜 The Russian Capital Suffers Its Wo...
China Sea Pilot
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Mitogen Activated Protein Kinases
Mitogen-activated protein kinase (MAPK) pathways are evolutionarily conserved in all eukaryotes and allow cells to respond to changes in the physical and chemical properties of the environment and to produce an appropriate response by altering many cellular functions. MAPKs are among the most intensively studied signal transduction systems. MAPK research is a very dynamic field in which new perspectives are continuously opening to the scientific community. Importantly, many MAPK inhibitors have been developed during the last years and are currently being tested in preclinical and clinical assays for inflammatory diseases and cancer treatment. In this research topic, we have gathered 14 paper...
The dragon flies to control the sky
The three of them didn't talk all the time, and seemed to be attracted by the beautiful scenery. The little boy looked at the old man and the little girl beside him. Two pale blue eyes seemed to never be quiet and kept looking around. Finally, the delicate little boy finally broke the silence. The boy said slowly, "Grandpa, tell me a story
