Build a Large Language Model (From Scratch)
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Build a Large Language Model (From Scratch)
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Narrado por:
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Julie Brierley
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Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!
In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.
This book teaches you how to:
+ Plan and code all the parts of an LLM
+ Prepare a dataset suitable for LLM training
+ Fine-tune LLMs for text classification and with your own data+ Use human feedback to ensure your LLM follows instructions
+ Load pretrained weights into an LLMBuild a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI.
As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant.
About the book: This is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you’ll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you’ll really understand it because you built it yourself!
About the listener: Listeners need intermediate Python skills and some knowledge of machine learning. The LLM you create will run on any modern laptop and can optionally utilize GPUs.
About the author: Sebastian Raschka is a Staff Research Engineer at Lightning AI, where he works on LLM research and develops open-source software.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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YouTube sensations and best-selling authors Sean Cannell and Benji Travis take your YouTube channel from slow and dormant to accelerated and engaged, using premium and updated YouTube growth tips for creators, business owners, digital entrepreneurs, and influencers. This is the ultimate game plan to grow a following and make money with the power of video.
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3 out of 5 stars
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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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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
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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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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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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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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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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
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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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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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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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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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The Box
- How the Shipping Container Made the World Smaller and the World Economy Bigger
- De: Marc Levinson
- Narrado por: Adam Lofbomm
- Duración: 12 h y 20 m
- Versión completa
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General4.5 out of 5 stars 678
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Narración:4.5 out of 5 stars 550
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Historia4.5 out of 5 stars 553
In April 1956, a refitted oil tanker carried 58 shipping containers from Newark to Houston. From that modest beginning, container shipping developed into a huge industry that made the boom in global trade possible. The Box tells the dramatic story of the container's creation, the decade of struggle before it was widely adopted, and the sweeping economic consequences of the sharp fall in transportation costs that containerization brought about.
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4 out of 5 stars
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Fascinating Topic sometimes lost in minutiae
- De zombie64 en 07-15-14
De: Marc Levinson
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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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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
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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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This Is Not a Game with Marc Fennell
- De: Marc Fennell
- Narrado por: Marc Fennell
- Duración: 3 h y 19 m
- Versión completa
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General4.5 out of 5 stars 164
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Narración:4.5 out of 5 stars 151
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Historia4.5 out of 5 stars 151
This Is Not a Game is the extraordinary untold story of the internet’s first conspiracy theory, the legend of Ong’s Hat. Marc Fennell will dive deep into a previously unexplored world of tech hippies, eccentric web subcultures and simmering paranoia, uncovering how this tongue-in-cheek artistic experiment backfired on its creator and went on to influence much of what’s wrong with the internet today.
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5 out of 5 stars
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WOW!
- De pondo en 05-09-24
De: Marc Fennell
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AI Engineering
- Building Applications with Foundation Models
- De: Chip Huyen
- Narrado por: Edelyn Okano
- Duración: 22 h
- Versión completa
-
General0 out of 5 stars 0
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Narración:0 out of 5 stars 0
-
Historia0 out of 5 stars 0
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.
De: Chip Huyen
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Deep Learning with Python (Second Edition)
- De: Francois Chollet
- Narrado por: Derek Dysart
- Duración: 15 h y 1 m
- Versión completa
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General4 out of 5 stars 16
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Narración:4.5 out of 5 stars 14
-
Historia4.5 out of 5 stars 14
Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.
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1 out of 5 stars
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Audible version is useless - has no PDF
- De Jim en 03-04-22
De: Francois Chollet
-
Large Language Model-Based Solutions
- How to Deliver Value with Cost-Effective Generative AI Applications
- De: Shreyas Subramanian
- Narrado por: Daniel Henning
- Duración: 11 h y 42 m
- Versión completa
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General5 out of 5 stars 1
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Narración:5 out of 5 stars 1
-
Historia5 out of 5 stars 1
In Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications, Principal Data Scientist at Amazon Web Services, Shreyas Subramanian, delivers a practical guide for developers and data scientists who wish to build and deploy cost-effective large language model (LLM)-based solutions. In the book, you'll find coverage of a wide range of key topics, including how to select a model, pre- and post-processing of data, prompt engineering, and instruction fine-tuning.
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AI and Machine Learning for Coders
- A Programmer's Guide to Artificial Intelligence
- De: Laurence Moroney
- Narrado por: Timothy Howard Jackson
- Duración: 9 h y 17 m
- Versión completa
-
General4.5 out of 5 stars 25
-
Narración:4.5 out of 5 stars 19
-
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
-
Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- De Luc en 08-11-23
De: Laurence Moroney
-
Natural Language Processing in Action: Understanding, Analyzing, and Generating Text with Python
- De: Hobson Lane, Hannes Hapke, Cole Howard
- Narrado por: Mark Thomas
- Duración: 18 h y 29 m
- Versión completa
-
General4 out of 5 stars 11
-
Narración:4 out of 5 stars 9
-
Historia4 out of 5 stars 8
Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.
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1 out of 5 stars
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Don't Waste Your Money on the Audio Version
- De wayne kurtz en 12-11-23
De: Hobson Lane, y otros
-
Designing Machine Learning Systems
- An Iterative Process for Production-Ready Applications
- De: Chip Huyen
- Narrado por: Kathleen Li
- Duración: 15 h
- Versión completa
-
General0 out of 5 stars 0
-
Narración:0 out of 5 stars 0
-
Historia0 out of 5 stars 0
Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.
De: Chip Huyen
-
AI Engineering
- Building Applications with Foundation Models
- De: Chip Huyen
- Narrado por: Edelyn Okano
- Duración: 22 h
- Versión completa
-
General0 out of 5 stars 0
-
Narración:0 out of 5 stars 0
-
Historia0 out of 5 stars 0
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.
De: Chip Huyen
-
Deep Learning with Python (Second Edition)
- De: Francois Chollet
- Narrado por: Derek Dysart
- Duración: 15 h y 1 m
- Versión completa
-
General4 out of 5 stars 16
-
Narración:4.5 out of 5 stars 14
-
Historia4.5 out of 5 stars 14
Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.
-
1 out of 5 stars
-
Audible version is useless - has no PDF
- De Jim en 03-04-22
De: Francois Chollet
-
Large Language Model-Based Solutions
- How to Deliver Value with Cost-Effective Generative AI Applications
- De: Shreyas Subramanian
- Narrado por: Daniel Henning
- Duración: 11 h y 42 m
- Versión completa
-
General5 out of 5 stars 1
-
Narración:5 out of 5 stars 1
-
Historia5 out of 5 stars 1
In Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications, Principal Data Scientist at Amazon Web Services, Shreyas Subramanian, delivers a practical guide for developers and data scientists who wish to build and deploy cost-effective large language model (LLM)-based solutions. In the book, you'll find coverage of a wide range of key topics, including how to select a model, pre- and post-processing of data, prompt engineering, and instruction fine-tuning.
-
AI and Machine Learning for Coders
- A Programmer's Guide to Artificial Intelligence
- De: Laurence Moroney
- Narrado por: Timothy Howard Jackson
- Duración: 9 h y 17 m
- Versión completa
-
General4.5 out of 5 stars 25
-
Narración:4.5 out of 5 stars 19
-
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.
-
5 out of 5 stars
-
Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- De Luc en 08-11-23
De: Laurence Moroney
-
Natural Language Processing in Action: Understanding, Analyzing, and Generating Text with Python
- De: Hobson Lane, Hannes Hapke, Cole Howard
- Narrado por: Mark Thomas
- Duración: 18 h y 29 m
- Versión completa
-
General4 out of 5 stars 11
-
Narración:4 out of 5 stars 9
-
Historia4 out of 5 stars 8
Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.
-
1 out of 5 stars
-
Don't Waste Your Money on the Audio Version
- De wayne kurtz en 12-11-23
De: Hobson Lane, y otros
-
Designing Machine Learning Systems
- An Iterative Process for Production-Ready Applications
- De: Chip Huyen
- Narrado por: Kathleen Li
- Duración: 15 h
- Versión completa
-
General0 out of 5 stars 0
-
Narración:0 out of 5 stars 0
-
Historia0 out of 5 stars 0
Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.
De: Chip Huyen
-
Advanced Algorithms and Data Structures
- De: Marcello La Rocca
- Narrado por: Julie Brierley
- Duración: 23 h y 32 m
- Versión completa
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General4 out of 5 stars 12
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Narración:4 out of 5 stars 9
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Historia4 out of 5 stars 9
As a software engineer, you’ll encounter countless programming challenges that initially seem confusing, difficult, or even impossible. Don’t despair! Many of these “new” problems already have well-established solutions. Advanced Algorithms and Data Structures teaches you powerful approaches to a wide range of tricky coding challenges that you can adapt and apply to your own applications. Providing a balanced blend of classic, advanced, and new algorithms, this practical guide upgrades your programming toolbox with new perspectives and hands-on techniques.
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5 out of 5 stars
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Wonderful audio textbook!
- De Howard_a en 11-02-21
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Deep Learning with PyTorch
- Build, Train, and Tune Neural Networks Using Python Tools
- De: Eli Stevens, Luca Antiga, Thomas Viehmann
- Narrado por: Mark Thomas
- Duración: 15 h y 26 m
- Versión completa
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General1 out of 5 stars 2
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Narración:4 out of 5 stars 2
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Historia1 out of 5 stars 2
There are countless ways to put deep learning to good use: improved medical imaging, credit card fraud detection, long range weather forecasting. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you - and your deep-learning skills - become more sophisticated.
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1 out of 5 stars
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Absolutely not suitable for audio
- De Actionwatcher en 08-15-23
De: Eli Stevens, y otros
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Deep Learning with Python
- De: Francois Chollet
- Narrado por: Mark Thomas
- Duración: 9 h y 55 m
- Versión completa
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General4.5 out of 5 stars 50
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Narración:5 out of 5 stars 44
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Historia4.5 out of 5 stars 43
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this audiobook builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
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4 out of 5 stars
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Almost Perfect - Better when paired with the book
- De Graham en 10-30-18
De: Francois Chollet
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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
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Great for Hands on Business owners
- De LmL en 08-14-24
De: Joe Reis, y otros
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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
- Duración: 17 h y 17 m
- Versión completa
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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.
De: Daniel Situnayake, y otros
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Grokking Machine Learning
- De: Luis Serrano
- Narrado por: Marianne Sheehan
- Duración: 15 h y 1 m
- Versión completa
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General2 out of 5 stars 2
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Narración:2 out of 5 stars 2
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Historia2 out of 5 stars 2
Discover valuable machine learning techniques you can understand and apply using just high school math. Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using Python and readily available machine learning tools. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert.
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1 out of 5 stars
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Bad as an audiobook
- De Amazon Customer en 04-05-24
De: Luis Serrano
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Prompt Engineering for Generative AI
- Future-Proof Inputs for Reliable AI Outputs
- De: James Phoenix, Mike Taylor
- Narrado por: Mike Chamberlain
- Duración: 13 h
- Versión completa
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General0 out of 5 stars 0
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Narración:0 out of 5 stars 0
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Historia0 out of 5 stars 0
Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice.
De: James Phoenix, y otros
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Software Architecture: The Hard Parts
- Modern Trade-Off Analyses for Distributed Architectures
- De: Neal Ford, Mark Richards, Pramod Sadalage, y otros
- Narrado por: Dena Dahilig
- Duración: 12 h y 53 m
- Versión completa
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General4 out of 5 stars 17
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Narración:4.5 out of 5 stars 14
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Historia4 out of 5 stars 14
There are no easy decisions in software architecture. Instead, there are many hard parts—difficult problems or issues with no best practices—that force you to choose among various compromises. With this book, you'll learn how to think critically about the trade-offs involved with distributed architectures. Architecture veterans and practicing consultants Neal Ford, Mark Richards, Pramod Sadalage, and Zhamak Dehghani discuss strategies for choosing an appropriate architecture.
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3 out of 5 stars
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Great content. Terrible narration.
- De Alex en 12-16-23
De: Neal Ford, y otros
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Grokking Algorithms
- De: Aditya Bhargava
- Narrado por: Derek Lettman
- Duración: 3 h y 46 m
- Versión completa
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General4.5 out of 5 stars 128
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Narración:4.5 out of 5 stars 105
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Historia4 out of 5 stars 103
This friendly guide teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. This accesible introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python.
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1 out of 5 stars
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the book is not good in audio format
- De Anonymous User en 01-09-20
De: Aditya Bhargava
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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
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Must read for senior+ software engineers
- De Navid v en 05-29-21
De: Martin Kleppmann
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Microservices Patterns
- With Examples in Java
- De: Chris Richardson
- Narrado por: Aiden Humphreys, Lou Fernandez
- Duración: 18 h y 28 m
- Versión completa
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General4.5 out of 5 stars 39
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Narración:4.5 out of 5 stars 32
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Historia4.5 out of 5 stars 31
Microservices Patterns teaches you how to develop and deploy production-quality microservices-based applications. This invaluable set of design patterns builds on decades of distributed system experience, adding new patterns for writing services and composing them into systems that scale and perform reliably under real-world conditions. More than just a patterns catalog, this practical guide offers experience-driven advice to help you design, implement, test, and deploy your microservices-based application.
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3 out of 5 stars
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There is lack of pdf with diagrams and images.
- De BoshTls en 10-28-19
De: Chris Richardson
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Why Machines Learn
- The Elegant Math Behind Modern AI
- De: Anil Ananthaswamy
- Narrado por: Rene Ruiz
- Duración: 13 h y 30 m
- Versión completa
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General4.5 out of 5 stars 23
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Narración:4.5 out of 5 stars 22
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Historia4.5 out of 5 stars 22
We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.
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5 out of 5 stars
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A great listen, but a physical book is pre appropriate
- De Sameer D. en 11-07-24
Lo que los oyentes dicen sobre Build a Large Language Model (From Scratch)
Calificaciones medias de los clientesReseñas - Selecciona las pestañas a continuación para cambiar el origen de las reseñas.
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Total3 out of 5 stars
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Ejecución3 out of 5 stars
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Historia2 out of 5 stars
- Michael Little
- 03-13-25
Hard to follow when every other sentence “see code”. Some books don’t convey well in audio
Expressionless voice. Badly edited and hard to follow when involves code inspection. This didn’t work
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Total1 out of 5 stars
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Ejecución1 out of 5 stars
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Historia1 out of 5 stars
- z4 Jones
- 02-25-25
Don’t waste your money on the Audible version
The Audible version is a total waste of time and money. It is nearly incomprehensible.
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