Build a Large Language Model (From Scratch)
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Build a Large Language Model (From Scratch)
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Narrated by:
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Julie Brierley
About this listen
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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Performance4.5 out of 5 stars 349
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Story4.5 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
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By: Kathleen Hale
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Hackers: Heroes of the Computer Revolution
- 25th Anniversary Edition
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Overall4.5 out of 5 stars 1,956
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Performance4.5 out of 5 stars 1,731
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Story4.5 out of 5 stars 1,727
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
- By Dan Collins on 07-01-16
By: Steven Levy
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This Is Not a Game with Marc Fennell
- By: Marc Fennell
- Narrated by: Marc Fennell
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Overall4.5 out of 5 stars 163
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Performance4.5 out of 5 stars 150
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Story4.5 out of 5 stars 150
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!
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By: Marc Fennell
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Glow Kids
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Performance4.5 out of 5 stars 263
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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
- By Veronica on 11-03-20
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Doom Guy
- Life in First Person
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- Narrated by: John Romero
- Length: 17 hrs and 4 mins
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Overall5 out of 5 stars 338
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Performance5 out of 5 stars 284
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Story5 out of 5 stars 284
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
- By Emyli on 07-28-23
By: John Romero
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The Grid
- The Fraying Wires Between Americans and Our Energy Future
- By: Gretchen Bakke
- Narrated by: Emily Caudwell
- Length: 11 hrs and 8 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,333
-
Performance4.5 out of 5 stars 1,146
-
Story4.5 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
- By Ronald on 09-24-16
By: Gretchen Bakke
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The Box
- How the Shipping Container Made the World Smaller and the World Economy Bigger
- By: Marc Levinson
- Narrated by: Adam Lofbomm
- Length: 12 hrs and 20 mins
- Unabridged
-
Overall4.5 out of 5 stars 678
-
Performance4.5 out of 5 stars 550
-
Story4.5 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
- By zombie64 on 07-15-14
By: Marc Levinson
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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
- By: John Sonmez
- Narrated by: John Sonmez
- Length: 20 hrs and 4 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,015
-
Performance4.5 out of 5 stars 888
-
Story4.5 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
- By Leels on 09-18-19
By: John Sonmez
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Super Pumped
- The Battle for Uber
- By: Mike Isaac
- Narrated by: Holter Graham, Mike Isaac
- Length: 12 hrs and 52 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,962
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Performance4.5 out of 5 stars 1,639
-
Story4.5 out of 5 stars 1,633
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
-
A forced narrative and a bad version of Bad Blood
- By Benji on 09-09-19
By: Mike Isaac
-
Prediction Machines
- The Simple Economics of Artificial Intelligence
- By: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrated by: LJ Ganser
- Length: 7 hrs and 50 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,288
-
Performance4.5 out of 5 stars 1,101
-
Story4 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
- By William J Brown on 09-27-18
By: Ajay Agrawal, and others
-
Surveillance Valley
- The Secret Military History of the Internet
- By: Yasha Levine
- Narrated by: LJ Ganser
- Length: 10 hrs and 42 mins
- Unabridged
-
Overall5 out of 5 stars 246
-
Performance5 out of 5 stars 197
-
Story5 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
- By stuartjash on 04-06-18
By: Yasha Levine
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Tesla
- Inventor of the Electrical Age
- By: W. Bernard Carlson
- Narrated by: Allan Robertson
- Length: 16 hrs and 11 mins
- Unabridged
-
Overall4 out of 5 stars 357
-
Performance4.5 out of 5 stars 307
-
Story4 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
- By Jean on 02-01-14
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The Book of Satoshi
- The Collected Writings of Bitcoin Creator Satoshi Nakamoto, 1st Edition
- By: Phil Champagne
- Narrated by: Stephanie Murphy
- Length: 7 hrs and 27 mins
- Unabridged
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Overall4.5 out of 5 stars 252
-
Performance4.5 out of 5 stars 218
-
Story4.5 out of 5 stars 219
The Book of Satoshi, the collected writings of Satoshi Nakamoto, creator of the bitcoin. The foreword was written by Jeff Berwick.
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5 out of 5 stars
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Great historic read that'll teach the blockchain
- By Peter Hanson on 05-19-16
By: Phil Champagne
-
Exploding the Phone
- The Untold Story of the Teenagers and Outlaws Who Hacked Ma Bell
- By: Phil Lapsley
- Narrated by: Johann North
- Length: 12 hrs and 9 mins
- Unabridged
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Overall4.5 out of 5 stars 331
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Performance4.5 out of 5 stars 292
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Story4.5 out of 5 stars 293
Before smartphones, back even before the Internet and personal computer, a misfit group of technophiles, blind teenagers, hippies, and outlaws figured out how to hack the world’s largest machine: the telephone system. Starting with Alexander Graham Bell’s revolutionary "harmonic telegraph", by the middle of the 20th century the phone system had grown into something extraordinary, a web of cutting-edge switching machines and human operators that linked together millions of people like never before. But the network had a billion-dollar flaw, and once people discovered it, things would never be the same.
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5 out of 5 stars
-
Great Story along with Great Technical Research
- By Elsa Braun on 04-25-16
By: Phil Lapsley
-
Tor Darknet Bundle (5 in 1) Master the Art of Invisibility (Bitcoins, Hacking, Kali Linux)
- By: Lance Henderson
- Narrated by: James C. Lewis
- Length: 12 hrs and 57 mins
- Unabridged
-
Overall4.5 out of 5 stars 91
-
Performance4.5 out of 5 stars 72
-
Story4.5 out of 5 stars 70
The best five books on anonymity in existence! Want to surf the web anonymously? Cloak yourself in shadow on the Deep Web or The Hidden Wiki? I will show you how to become a ghost in the machine - leaving no tracks back to your ISP - whether on the Deep Web or regular Internet. This audiobook covers it all: encrypting your files, securing your PC, masking your Online footsteps with Tor, VPNs, Freenet, and bitcoins, and all while giving you peace of mind with total 100 percent anonymity.
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1 out of 5 stars
-
Technical deficiencies
- By Byzantine Technologies LLC on 07-16-19
By: Lance Henderson
-
The Age of Em
- Work, Love, and Life When Robots Rule the Earth
- By: Robin Hanson
- Narrated by: Michael Butler Murray
- Length: 15 hrs and 51 mins
- Unabridged
-
Overall4 out of 5 stars 114
-
Performance4 out of 5 stars 95
-
Story3.5 out of 5 stars 95
Robots may one day rule the world, but what is a robot-ruled Earth like? Many think the first truly smart robots will be brain emulations, or ems. Scan a human brain, then run a model with the same connections on a fast computer, and you have a robot brain, but recognizably human. Train an em to do some job and copy it a million times; an army of workers is at your disposal. When they can be made cheaply, within perhaps a century, ems will displace humans in most jobs.
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2 out of 5 stars
-
30% of time me spent describing itself
- By David on 11-26-16
By: Robin Hanson
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Story5 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.
By: Daniel Situnayake, and others
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Generative AI for Leaders
- By: Amir Husain
- Narrated by: Max Newland
- Length: 3 hrs and 28 mins
- Unabridged
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Overall4 out of 5 stars 28
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Performance4 out of 5 stars 26
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Story4 out of 5 stars 26
Generative AI is our future, and with this action-filled guidebook, you can lift your organization to the next level.
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3 out of 5 stars
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Way too much focus on regulation and responsibility.
- By Benjamin Berman on 03-28-24
By: Amir Husain
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Microservices Patterns
- With Examples in Java
- By: Chris Richardson
- Narrated by: Aiden Humphreys, Lou Fernandez
- Length: 18 hrs and 28 mins
- Unabridged
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Overall4.5 out of 5 stars 39
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Performance4.5 out of 5 stars 32
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Story4.5 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.
- By BoshTls on 10-28-19
By: Chris Richardson
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Fundamentals of Software Architecture
- An Engineering Approach
- By: Mark Richards, Neal Ford
- Narrated by: Benjamin Lange
- Length: 13 hrs and 10 mins
- Unabridged
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Overall4.5 out of 5 stars 266
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Performance5 out of 5 stars 219
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Story4.5 out of 5 stars 216
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
- By A.N. on 03-25-21
By: Mark Richards, and others
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Math for Programmers
- 3D Graphics, Machine Learning, and Simulations with Python
- By: Paul Orland
- Narrated by: Derek Lettman
- Length: 17 hrs and 17 mins
- Unabridged
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Overall4 out of 5 stars 5
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Performance4 out of 5 stars 3
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Story3 out of 5 stars 3
To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer. Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting - and lucrative! - careers in some of today’s hottest programming fields about the technology.
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1 out of 5 stars
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Not useful because there are no chapters :(
- By Katherine Snow on 06-08-22
By: Paul Orland
What listeners say about Build a Large Language Model (From Scratch)
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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Overall1 out of 5 stars
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Performance1 out of 5 stars
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Story1 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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