Tag: Deep

Full-Stack Deep Learning with Python


Free Download Full-Stack Deep Learning with Python
Released 2/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 1h 58 | Size: 268 MB
If you seek a more in-depth understanding of deep learning and Python, this hands-on course can help you. In this course, certified Google cloud architect and data engineer Janani Ravi guides you through the intricacies of full-stack deep learning with Python. After a review of full stack deep learning, MLOps, and MLflow, dive into setting up your environment on Google Colab and running MLflow. Learn how to load and explore a dataset, as well as how to log metrics, parameters, and artifacts. Explore model training, evaluation, and hyperparameter tuning. Plus, go over model deployment and predictions.

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Evolutionary Deep Learning, Video Edition


Free Download Evolutionary Deep Learning, Video Edition
Released 8/2023
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 9h 39m | Size: 1.26 GB
Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning’s common pitfalls and deliver adaptable model upgrades without constant manual adjustment.

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Deep Woods, Wild Waters A Memoir


Free Download Douglas Wood, "Deep Woods, Wild Waters: A Memoir"
English | 2017 | pages: 270 | ISBN: 0816631735 | PDF | 9,1 mb
Wait, young Douglas’s grandfather says as the bobber twitches on the surface of Little Lake. Be patient. And so begins an encounter with the promise and wonder of nature that will last a lifetime. Deep Woods, Wild Waters traces the winding path that carried Douglas Wood from one wonder to the next, through a landscape of rocks, woods, and waters, with stops along the way for questions and reflections that link human nature to the larger mysteries of the natural world.

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Deep Learning for Natural Language Processing


Free Download Deep Learning for Natural Language Processing: A Gentle Introduction
English | 2024 | ISBN: 1316515664 | 345 Pages | PDF | 97 MB
Deep Learning is becoming increasingly important in a technology-dominated world. However, the building of computational models that accurately represent linguistic structures is complex, as it involves an in-depth knowledge of neural networks, and the understanding of advanced mathematical concepts such as calculus and statistics. This book makes these complexities accessible to those from a humanities and social sciences background, by providing a clear introduction to deep learning for natural language processing. It covers both theoretical and practical aspects, and assumes minimal knowledge of machine learning, explaining the theory behind natural language in an easy-to-read way. It includes pseudo code for the simpler algorithms discussed, and actual Python code for the more complicated architectures, using modern deep learning libraries such as PyTorch and Hugging Face. Providing the necessary theoretical foundation and practical tools, this book will enable readers to immediately begin building real-world, practical natural language processing systems.

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Deep Dark Blue My Story of Surviving Sexual Assault in the Military


Free Download Polo Tate, "Deep Dark Blue: My Story of Surviving Sexual Assault in the Military"
English | 2020 | ISBN: 1250250269, 1250128528 | EPUB | pages: 352 | 2.6 mb
Deep Dark Blue is more than a memoir about sexual assault. It’s about breaking boundaries but also setting them. It’s about learning to trust your instincts. It’s a story of survival, resilience, and finally, finding your joy.

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Static Crosstalk-Noise Analysis For Deep Sub-Micron Digital Designs


Free Download Static Crosstalk-Noise Analysis: For Deep Sub-Micron Digital Designs by Pinhong Chen , Desmond A. Kirkpatrick , Kurt Keutzer
English | PDF (True) | 2004 | 127 Pages | ISBN : 1402080913 | 8.4 MB
As the feature size decreases in deep sub-micron designs, coupling capacitance becomes the dominant factor in total capacitance. The resulting crosstalk noise may be responsible for signal integrity issues and significant timing variation. Traditionally, static timing analysis tools have ignored cross coupling effects between wires altogether. Newer tools simply approximate the coupling capacitance by a 2X Miller factor in order to compute the worst case delay. The latter approach not only reduces delay calculation accuracy, but can also be shown to underestimate the delay in certain scenarios.

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Duel in the Deep The Hunters, the Hunted, and a High Seas Fight to the Finish


Free Download Duel in the Deep: The Hunters, the Hunted, and a High Seas Fight to the Finish by David L. Sears
English | September 15, 2023 | ISBN: 1682475603 | 376 pages | PDF | 12 Mb
On Halloween Eve, U.S. Navy destroyer Borie, an outmoded, thin-skinned "tin can" of World War I vintage, set out alone to track down an elusive U-boat. Borie had thus far toiled in the war’s backwaters, her crew of young reservists anxious to prove its mettle.

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