[Download] PDF Hands-On Mathematics for Deep Learning: Build a solid mathematical foundation for training efficient deep neural networks by author

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5 min readJan 7, 2022

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In the conclusion of the story of Ampris the Exile, the rule of the mighty reptilian Viis is coming to an end, planetary resources have been wasted, slave races are challenging their masters, and a prophecy will come to pass. Original. Let’s be real: 2020 has been a nightmare. Between the political unrest and novel coronavirus (COVID-19) pandemic, it’s difficult to look back on the year and find something, anything, that was a potential bright spot in an otherwise turbulent trip around the sun. Luckily, there were a few bright spots: namely, some of the excellent works of military history and analysis, fiction and non-fiction, novels and graphic novels that we’ve absorbed over the last year. Here’s a brief list of some of the best books we read here at Task & Purpose in the last year. Have a recommendation of your own? Send an email to jared@taskandpurpose.Com and we’ll include it in a future story. I loved Phil Klay’s first book, Redeployment (which won the National Book Award), so Missionaries was high on my list of must-reads when it came out in October. It took Klay six years to research and write the book, which follows four characters in Colombia who come together in the shadow of our post-9/11 wars. As Klay’s prophetic novel shows, the machinery of technology, drones, and targeted killings that was built on the Middle East battlefield will continue to grow in far-flung lands that rarely garner headlines. [Buy] Written by ‘Terminal Lance’ creator Maximilian Uriarte, this full-length graphic novel follows a Marine infantry squad on a bloody odyssey through the mountain reaches of northern Afghanistan. The full-color comic is basically ‘Conan the Barbarian’ in MARPAT. [Buy] Now a gritty and grim animated World War II miniseries from Netflix, The Liberator follows the 157th Infantry Battalion of the 45th Division from the beaches of Sicily to the mountains of Italy and the Battle of Anzio, then on to France and later still to Bavaria for some of the bloodiest urban battles of the conflict before culminating in the liberation of the Dachau concentration camp. It’s a harrowing tale, but one worth reading before enjoying the acclaimed Netflix series. [Buy]If you haven’t gotten this must-read account of the September 11th attacks, you need to put The Only Plane In the Sky at the top of your Christmas list. Graff expertly explains the timeline of that day through the re-telling of those who lived it, including the loved ones of those who were lost, the persistently brave first responders who were on the ground in New York, and the service members working in the Pentagon. My only suggestion is to not read it in public — if you’re anything like me, you’ll be consistently left in tears. Hands-On Mathematics for Deep Learning: Build a solid mathematical foundation for training efficient deep neural networks by author.

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