AI and Machine Learning for on-Device Development (1st Edition)
A Programmer's Guide
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Narrado por:
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Ray Greenley
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De:
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Laurence Moroney
Acerca de esta escucha
AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android.
Laurence Moroney, lead AI advocate at Google, offers an introduction to machine learning techniques and tools, then walks you through writing Android and iOS apps powered by common ML models like computer vision and text recognition, using tools such as ML Kit, TensorFlow Lite, and Core ML. If you're a mobile developer, this book will help you take advantage of the ML revolution today.
- Explore the options for implementing ML and AI on mobile devices
- Create ML models for iOS and Android
- Write ML Kit and TensorFlow Lite apps for iOS and Android, and Core ML/Create ML apps for iOS
- Choose the best techniques and tools for your use case, such as cloud-based versus on-device inference and high-level versus low-level APIs
- Learn privacy and ethics best practices for ML on devices
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
©2021 Laurence Moroney (P)2022 Ascent AudioLos oyentes también disfrutaron...
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Don't use a credit on this. Moderately passable
- De Scott en 08-04-19
De: Sean Cannell, y otros
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Doom Guy
- Life in First Person
- De: John Romero
- Narrado por: John Romero
- Duración: 17 h y 4 m
- Versión completa
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General5 out of 5 stars 341
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Narración:5 out of 5 stars 287
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Historia5 out of 5 stars 287
Doom Guy: Life in First Person is the long-awaited autobiography of gaming’s original rock star and the cocreator of DOOM, Quake, and Wolfenstein—some of the most recognizable and important titles in video game history. Credited with the invention of the first-person shooter, a genre that continues to dominate the market today, he is gaming royalty. Told in remarkable detail, a byproduct of his hyperthymesia, Romero recounts his storied career.
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5 out of 5 stars
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Intimate stories of gaming history in First Person
- De Emyli en 07-28-23
De: John Romero
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Surveillance Valley
- The Secret Military History of the Internet
- De: Yasha Levine
- Narrado por: LJ Ganser
- Duración: 10 h y 42 m
- Versión completa
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General5 out of 5 stars 246
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Narración:5 out of 5 stars 197
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Historia5 out of 5 stars 198
In this fascinating book, investigative reporter Yasha Levine uncovers the secret origins of the Internet, tracing it back to a Pentagon counterinsurgency surveillance project. With deep research, skilled storytelling, and provocative arguments, Surveillance Valley will change the way you think about the news - and the device on which you read it.
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5 out of 5 stars
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Profound look at the internet and surveillance
- De stuartjash en 04-06-18
De: Yasha Levine
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Slenderman
- Online Obsession, Mental Illness, and the Violent Crime of Two Midwestern Girls
- De: Kathleen Hale
- Narrado por: Therese Plummer
- Duración: 9 h y 31 m
- Versión completa
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General4.5 out of 5 stars 397
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Narración:4.5 out of 5 stars 349
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Historia4.5 out of 5 stars 349
On May 31, 2014, in the Milwaukee suburb of Waukesha, Wisconsin, two 12-year-old girls attempted to stab their classmate to death. Morgan Geyser and Anissa Weier’s violence was extreme, but what seemed even more frightening was that they committed their crime under the influence of a figure born by the internet: the so-called “Slenderman”. Yet the even more urgent aspect of the story, that the children involved suffered from undiagnosed mental illnesses, often went overlooked in coverage of the case.
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3 out of 5 stars
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Excellent narration
- De Pink Amy en 08-21-22
De: Kathleen Hale
-
Hackers: Heroes of the Computer Revolution
- 25th Anniversary Edition
- De: Steven Levy
- Narrado por: Mike Chamberlain
- Duración: 20 h y 23 m
- Versión completa
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General4.5 out of 5 stars 1,957
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Narración:4.5 out of 5 stars 1,732
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Historia4.5 out of 5 stars 1,728
Steven Levy's classic book traces the exploits of the computer revolution's original hackers - those brilliant and eccentric nerds from the late 1950s through the early '80s who took risks, bent the rules, and pushed the world in a radical new direction. With updated material from noteworthy hackers such as Bill Gates, Mark Zuckerberg, Richard Stallman, and Steve Wozniak, Hackers is a fascinating story that begins in early computer research labs and leads to the first home computers.
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5 out of 5 stars
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Remember Why You Got Into Computing
- De Dan Collins en 07-01-16
De: Steven Levy
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The Grid
- The Fraying Wires Between Americans and Our Energy Future
- De: Gretchen Bakke
- Narrado por: Emily Caudwell
- Duración: 11 h y 8 m
- Versión completa
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General4.5 out of 5 stars 1,333
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Narración:4.5 out of 5 stars 1,146
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Historia4.5 out of 5 stars 1,143
The grid is an accident of history and of culture, in no way intrinsic to how we produce, deliver and consume electrical power. Yet this is the system the United States ended up with, a jerry-built structure now so rickety and near collapse that a strong wind or a hot day can bring it to a grinding halt. The grid is now under threat from a new source: renewable and variable energy, which puts stress on its logics as much as its components.
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2 out of 5 stars
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A disappointment
- De Ronald en 09-24-16
De: Gretchen Bakke
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Super Pumped
- The Battle for Uber
- De: Mike Isaac
- Narrado por: Holter Graham, Mike Isaac
- Duración: 12 h y 52 m
- Versión completa
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General4.5 out of 5 stars 1,961
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Narración:4.5 out of 5 stars 1,638
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Historia4.5 out of 5 stars 1,632
A New York Times technology correspondent presents the dramatic rise and fall of Uber, set against the rapid upheaval in Silicon Valley during the mobile era. Based on hundreds of interviews with current and former Uber employees, along with previously unpublished documents, Super Pumped is a pause-resisting story of ambition and deception, obscene wealth, and bad behavior, that explores how blistering technological and financial innovation culminated in one of the most catastrophic 12-month periods in American corporate history.
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2 out of 5 stars
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A forced narrative and a bad version of Bad Blood
- De Benji en 09-09-19
De: Mike Isaac
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Tesla
- Inventor of the Electrical Age
- De: W. Bernard Carlson
- Narrado por: Allan Robertson
- Duración: 16 h y 11 m
- Versión completa
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General4 out of 5 stars 357
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Narración:4.5 out of 5 stars 307
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Historia4 out of 5 stars 306
Nikola Tesla was a major contributor to the electrical revolution that transformed daily life at the turn of the 20th century. His inventions, patents, and theoretical work formed the basis of modern AC electricity, and contributed to the development of radio and television. Like his competitor Thomas Edison, Tesla was one of America's first celebrity scientists, enjoying the company of New York high society and dazzling the likes of Mark Twain with his electrical demonstrations. An astute self-promoter and gifted showman, he cultivated a public image of the eccentric genius.
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5 out of 5 stars
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A detailed examination of Tesla's work
- De Jean en 02-01-14
-
The Complete Software Developer's Career Guide
- How to Learn Programming Languages Quickly, Ace Your Programming Interview, and Land Your Software Developer Dream Job
- De: John Sonmez
- Narrado por: John Sonmez
- Duración: 20 h y 4 m
- Versión completa
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General4.5 out of 5 stars 1,015
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Narración:4.5 out of 5 stars 888
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Historia4.5 out of 5 stars 876
Technical knowledge alone isn't enough - increase your software development income by leveling up your soft skills Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal.
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2 out of 5 stars
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The Complete Bro-grammer's Career Guide
- De Leels en 09-18-19
De: John Sonmez
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Prediction Machines
- The Simple Economics of Artificial Intelligence
- De: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrado por: LJ Ganser
- Duración: 7 h y 50 m
- Versión completa
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General4.5 out of 5 stars 1,288
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Narración:4.5 out of 5 stars 1,101
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Historia4 out of 5 stars 1,098
Artificial intelligence does the seemingly impossible - driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.
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3 out of 5 stars
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Not sure what I was expecting, but underwhelmed
- De William J Brown en 09-27-18
De: Ajay Agrawal, y otros
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Millennium
- From Religion to Revolution: How Civilization Has Changed over a Thousand Years
- De: Ian Mortimer
- Narrado por: John Lee
- Duración: 15 h y 14 m
- Versión completa
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General4.5 out of 5 stars 86
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Narración:5 out of 5 stars 81
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Historia4.5 out of 5 stars 82
In Millennium, best-selling historian Ian Mortimer takes the listener on a whirlwind tour of the last 10 centuries of Western history. It is a journey into a past vividly brought to life and bursting with ideas, that pits one century against another in his quest to measure which century saw the greatest change. We journey from a time when there was a fair chance of your village being burned to the ground by invaders - and dried human dung was a recommended cure for cancer - to a world in which explorers sailed into the unknown and civilizations came into conflict.
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4 out of 5 stars
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Bad ending - literally
- De John Gordon en 12-14-16
De: Ian Mortimer
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No Place to Hide
- Edward Snowden, the NSA, and the U.S. Surveillance State
- De: Glenn Greenwald
- Narrado por: L. J. Ganser
- Duración: 9 h y 49 m
- Versión completa
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General4.5 out of 5 stars 2,941
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Narración:4.5 out of 5 stars 2,617
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Historia4.5 out of 5 stars 2,611
In May 2013, Glenn Greenwald set out for Hong Kong to meet an anonymous source who claimed to have astonishing evidence of pervasive government spying and insisted on communicating only through heavily encrypted channels. That source turned out to be the 29-year-old NSA contractor Edward Snowden, and his revelations about the agency’s widespread, systemic overreach proved to be some of the most explosive and consequential news in recent history, triggering a fierce debate over national security....
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3 out of 5 stars
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Best Read in Print Format
- De Alfredo Ramirez en 11-22-14
De: Glenn Greenwald
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Glow Kids
- How Screen Addiction Is Hijacking Our Kids - and How to Break the Trance
- De: Nicholas Kardaras PhD
- Narrado por: Jonathan Davis
- Duración: 11 h y 5 m
- Versión completa
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General4.5 out of 5 stars 304
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Narración:4.5 out of 5 stars 263
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Historia4.5 out of 5 stars 263
In Glow Kids, Dr. Nicholas Kardaras will examine how technology - more specifically, age-inappropriate screen tech, with all of its glowing ubiquity - has profoundly affected the brains of an entire generation. Brain imaging research is showing that stimulating glowing screens are as dopaminergic (dopamine activating) to the brain’s pleasure center as sex. And a growing mountain of clinical research correlates screen tech with disorders like ADHD, addiction, anxiety, depression, increased aggression, and even psychosis.
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1 out of 5 stars
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Fear Mongering - a modern day Mazes and Monsters
- De Veronica en 11-03-20
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Engineers of Victory
- The Problem Solvers Who Turned the Tide in the Second World War
- De: Paul Kennedy
- Narrado por: Stephen Hoye
- Duración: 16 h y 8 m
- Versión completa
-
General4 out of 5 stars 164
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Narración:4 out of 5 stars 139
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Historia4 out of 5 stars 141
Paul Kennedy, award-winning author of The Rise and Fall of the Great Powers and one of today’s most renowned historians, now provides a new and unique look at how World War II was won. Engineers of Victory is a fascinating nuts-and-bolts account of the strategic factors that led to Allied victory. Kennedy reveals how the leaders’ grand strategy was carried out by the ordinary soldiers, scientists, engineers, and businessmen responsible for realizing their commanders’ visions of success.
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2 out of 5 stars
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Misleading title
- De Thomas en 04-10-14
De: Paul Kennedy
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Algorithms of Oppression
- How Search Engines Reinforce Racism
- De: Safiya Umoja Noble
- Narrado por: Shayna Small
- Duración: 6 h y 21 m
- Versión completa
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General4.5 out of 5 stars 387
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Narración:4.5 out of 5 stars 329
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Historia4.5 out of 5 stars 327
Run a Google search for “black girls” - what will you find? “Big Booty” and other sexually explicit terms are likely to come up as top search terms. But, if you type in “white girls”, the results are radically different. The suggested porn sites and un-moderated discussions about “why black women are so sassy” or “why black women are so angry” presents a disturbing portrait of black womanhood in modern society. In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities.
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5 out of 5 stars
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Read this book. Tell everyone you know about it.
- De Joshua Daniel-Wariya en 06-06-19
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Cyber Wars
- Hacks That Shocked the Business World
- De: Charles Arthur
- Narrado por: Joe Jameson
- Duración: 7 h y 40 m
- Versión completa
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General4.5 out of 5 stars 53
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Narración:4.5 out of 5 stars 47
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Historia4.5 out of 5 stars 46
Cyber Wars gives you the dramatic inside stories of some of the world's biggest cyber attacks. These are the game-changing hacks that make organisations around the world tremble and leaders stop and consider just how safe they really are. Charles Arthur provides a gripping account of why each hack happened, what techniques were used, what the consequences were and how they could have been prevented. Cyber attacks are some of the most frightening threats currently facing business leaders, and this book provides a deep insight into understanding how they work.
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4 out of 5 stars
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For the security professional and average joe
- De Quella en 01-11-19
De: Charles Arthur
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- A Programmer's Guide to Artificial Intelligence
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General4.5 out of 5 stars 25
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Narración:4.5 out of 5 stars 19
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Historia4.5 out of 5 stars 19
If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.
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5 out of 5 stars
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Perfect introduction to machine, learning, and artificial intelligence for any programmer!
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AI at the Edge
- Solving Real-World Problems with Embedded Machine Learning
- De: Daniel Situnayake, Jenny Plunkett
- Narrado por: Suzie Althens
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General4 out of 5 stars 3
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Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to embedded Linux devices.
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Fundamentals of Software Architecture
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- De: Mark Richards, Neal Ford
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General4.5 out of 5 stars 267
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Narración:5 out of 5 stars 220
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Historia4.5 out of 5 stars 217
This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford—hands-on practitioners who have taught software architecture classes professionally for years—focus on architecture principles that apply across all technology stacks.
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5 out of 5 stars
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Helpful but business-centric
- De A.N. en 03-25-21
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Monolith to Microservices
- Evolutionary Patterns to Transform Your Monolith
- De: Sam Newman
- Narrado por: Mitchell Dorian
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General4.5 out of 5 stars 112
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Narración:5 out of 5 stars 94
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Historia4.5 out of 5 stars 94
How do you detangle a monolithic system and migrate it to a microservice architecture? How do you do it while maintaining business-as-usual? As a companion to Sam Newman’s extremely popular Building Microservices, this new book details a proven method for transitioning an existing monolithic system to a microservice architecture.
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5 out of 5 stars
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Pretty good, but could be better
- De Uri Simhony en 04-11-21
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Database Internals
- A Deep Dive into How Distributed Data Systems Work, 1st Edition
- De: Alex Petrov
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General4 out of 5 stars 6
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Narración:5 out of 5 stars 5
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Historia3.5 out of 5 stars 5
When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it's often difficult to understand what each one offers. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.
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5 out of 5 stars
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I can't believe this exists as an audiobook.
- De Michael Marcin en 12-18-23
De: Alex Petrov
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Software Engineering at Google
- Lessons Learned from Programming Over Time
- De: Titus Winters, Tom Manshreck, Hyrum Wright
- Narrado por: Mark Sando
- Duración: 23 h y 36 m
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General4.5 out of 5 stars 213
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How can software engineers manage a living codebase that evolves and responds to changing requirements and demands over the length of its life? Based on their experience at Google, software engineers Titus Winters and Hyrum Wright, along with technical writer Tom Manshreck, present a candid and insightful look at how some of the world’s leading practitioners construct and maintain software. This book covers Google’s unique engineering culture, processes, and tools and how these aspects contribute to the effectiveness of an engineering organization.
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2 out of 5 stars
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not useful
- De Andreas Andersen en 07-21-21
De: Titus Winters, y otros
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AI and Machine Learning for Coders
- A Programmer's Guide to Artificial Intelligence
- De: Laurence Moroney
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General4.5 out of 5 stars 25
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Narración:4.5 out of 5 stars 19
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Historia4.5 out of 5 stars 19
If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.
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5 out of 5 stars
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Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- De Luc en 08-11-23
De: Laurence Moroney
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AI at the Edge
- Solving Real-World Problems with Embedded Machine Learning
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- Narrado por: Suzie Althens
- Duración: 17 h y 17 m
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General4 out of 5 stars 3
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Narración:5 out of 5 stars 2
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Historia5 out of 5 stars 2
Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to embedded Linux devices.
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General4.5 out of 5 stars 267
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Narración:5 out of 5 stars 220
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Historia4.5 out of 5 stars 217
This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford—hands-on practitioners who have taught software architecture classes professionally for years—focus on architecture principles that apply across all technology stacks.
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5 out of 5 stars
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Helpful but business-centric
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Monolith to Microservices
- Evolutionary Patterns to Transform Your Monolith
- De: Sam Newman
- Narrado por: Mitchell Dorian
- Duración: 6 h y 45 m
- Versión completa
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General4.5 out of 5 stars 112
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Narración:5 out of 5 stars 94
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Historia4.5 out of 5 stars 94
How do you detangle a monolithic system and migrate it to a microservice architecture? How do you do it while maintaining business-as-usual? As a companion to Sam Newman’s extremely popular Building Microservices, this new book details a proven method for transitioning an existing monolithic system to a microservice architecture.
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5 out of 5 stars
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Pretty good, but could be better
- De Uri Simhony en 04-11-21
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Database Internals
- A Deep Dive into How Distributed Data Systems Work, 1st Edition
- De: Alex Petrov
- Narrado por: Mike Chamberlain
- Duración: 12 h y 51 m
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General4 out of 5 stars 6
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Narración:5 out of 5 stars 5
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Historia3.5 out of 5 stars 5
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5 out of 5 stars
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I can't believe this exists as an audiobook.
- De Michael Marcin en 12-18-23
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Software Engineering at Google
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Historia4.5 out of 5 stars 172
How can software engineers manage a living codebase that evolves and responds to changing requirements and demands over the length of its life? Based on their experience at Google, software engineers Titus Winters and Hyrum Wright, along with technical writer Tom Manshreck, present a candid and insightful look at how some of the world’s leading practitioners construct and maintain software. This book covers Google’s unique engineering culture, processes, and tools and how these aspects contribute to the effectiveness of an engineering organization.
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2 out of 5 stars
-
not useful
- De Andreas Andersen en 07-21-21
De: Titus Winters, y otros
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Data Mesh
- Delivering Data-Driven Value at Scale
- De: Zhamak Dehghani
- Narrado por: Zura Johnson
- Duración: 14 h y 2 m
- Versión completa
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General4.5 out of 5 stars 8
-
Narración:4 out of 5 stars 4
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Historia4.5 out of 5 stars 4
We're at an inflection point in data, where our data management solutions no longer match the complexity of organizations, the proliferation of data sources, and the scope of our aspirations to get value from data with AI and analytics. In this practical book, Zhamak Dehghani introduces data mesh, a decentralized sociotechnical paradigm drawn from modern distributed architecture that provides a new approach to sourcing, sharing, accessing, and managing analytical data at scale.
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5 out of 5 stars
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Great coverage of current and future data product states.
- De Inktense en 08-24-24
De: Zhamak Dehghani
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Designing Data-Intensive Applications
- The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
- De: Martin Kleppmann
- Narrado por: Benjamin Lange
- Duración: 20 h y 56 m
- Versión completa
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General5 out of 5 stars 449
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Narración:5 out of 5 stars 327
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Historia5 out of 5 stars 323
Author Martin Kleppmann helps you navigate the diverse data landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications.
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5 out of 5 stars
-
Must read for senior+ software engineers
- De Navid v en 05-29-21
De: Martin Kleppmann
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Algorithms to Live By
- The Computer Science of Human Decisions
- De: Brian Christian, Tom Griffiths
- Narrado por: Brian Christian
- Duración: 11 h y 50 m
- Versión completa
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General4.5 out of 5 stars 17,375
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Narración:4.5 out of 5 stars 14,659
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Historia4.5 out of 5 stars 14,543
From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of human memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.
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5 out of 5 stars
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Great listen, just don't expect tips!
- De Adam Hosman en 08-07-17
De: Brian Christian, y otros
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Storytelling with Data
- A Data Visualization Guide for Business Professionals
- De: Cole Nussbaumer Knaflic
- Narrado por: Cole Nussbaumer Knaflic
- Duración: 5 h y 43 m
- Versión completa
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General4.5 out of 5 stars 433
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Narración:4.5 out of 5 stars 369
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Historia4.5 out of 5 stars 366
Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory but made accessible through numerous real-world examples - ready for immediate application to your next graph or presentation.
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4 out of 5 stars
-
Very insightful and actionable
- De Amazon Customer en 04-27-18
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Fundamentals of Data Engineering
- Plan and Build Robust Data Systems
- De: Joe Reis, Matt Housley
- Narrado por: Adam Verner
- Duración: 17 h y 31 m
- Versión completa
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General4.5 out of 5 stars 36
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Narración:4.5 out of 5 stars 31
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Historia4.5 out of 5 stars 31
Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle.
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5 out of 5 stars
-
Great for Hands on Business owners
- De LmL en 08-14-24
De: Joe Reis, y otros
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Elon Musk
- De: Walter Isaacson
- Narrado por: Jeremy Bobb, Walter Isaacson
- Duración: 20 h y 39 m
- Versión completa
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General5 out of 5 stars 8,394
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Narración:5 out of 5 stars 7,310
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Historia5 out of 5 stars 7,303
When Elon Musk was a kid in South Africa, he was regularly beaten by bullies. One day a group pushed him down some concrete steps and kicked him until his face was a swollen ball of flesh. He was in the hospital for a week. But the physical scars were minor compared to the emotional ones inflicted by his father, an engineer, rogue, and charismatic fantasist.
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4 out of 5 stars
-
megalomania on display
- De JP en 09-12-23
De: Walter Isaacson