
Large Language Model-Based Solutions
How to Deliver Value with Cost-Effective Generative AI Applications
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Narrado por:
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Daniel Henning
Acerca de esta escucha
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.
The author sheds light on techniques for optimizing inference, like model quantization and pruning, as well as different and affordable architectures for typical generative AI (GenAI) applications, including search systems, agent assists, and autonomous agents. You'll also find:
● Effective strategies to address the challenge of the high computational cost associated with LLMs
● Assistance with the complexities of building and deploying affordable generative AI apps, including tuning and inference techniques
● Selection criteria for choosing a model, with particular consideration given to compact, nimble, and domain-specific models
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-
Historia
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.
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Hard to follow when every other sentence “see code”. Some books don’t convey well in audio
- De Michael Little en 03-13-25
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Defensive Security Handbook (2nd Edition)
- Best Practices for Securing Infrastructure
- De: William F. Reyor III, Lee Brotherston, Amanda Berlin
- Narrado por: Teri Schnaubelt
- Duración: 12 h y 11 m
- Versión completa
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General
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Narración:
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Historia
Despite the increase of high-profile hacks, record-breaking data leaks, and ransomware attacks, many organizations don't have the budget for an information security (InfoSec) program. If you're forced to protect yourself by improvising on the job, this pragmatic guide provides a security-101 handbook with steps, tools, processes, and ideas to help you drive maximum-security improvement at little or no cost.
De: William F. Reyor III, 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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General
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Narración:
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Historia
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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Great content. Terrible narration.
- De Alex en 12-16-23
De: Neal Ford, y otros
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The Ultimate Generative AI Guidebook
- How Anyone Can Master Advanced AI Concepts and Practical Applications Stress-Free
- De: Jordan Blake
- Narrado por: Michael Robinson
- Duración: 5 h y 2 m
- Versión completa
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General
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Narración:
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Historia
You’re standing at the forefront of a technological revolution… But who do you want to be in charge: It or you? Generative AI is shaping the future, and there’s really no choice but to get on board… and it’s only when you do that you’ll be able to access its incredible benefits. Want to boost your creativity? Enhance your efficiency? Solve problems more easily? AI can help you with all of these things… But it requires something of you first.
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Zero practical value
- De Anonymous User en 03-15-25
De: Jordan Blake
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Generative AI in Practice
- 100+ Amazing Ways Generative Artificial Intelligence Is Changing Business And Society
- De: Bernard Marr
- Narrado por: Jon Vertullo
- Duración: 9 h y 26 m
- Versión completa
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General
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Narración:
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Historia
Generative AI is rewriting the rulebook with its seemingly endless capabilities, from crafting intricate industrial designs, writing computer code, and producing mesmerizing synthetic voices to composing enchanting music and innovating genetic breakthroughs. In Generative AI in Practice, renowned futurist Bernard Marr offers listeners a deep dive into the captivating universe of GenAI. This comprehensive guide introduces you to the basics of this groundbreaking technology and outlines the profound impact that GenAI will have on business and society.
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Dated already
- De Melissa en 08-06-24
De: Bernard Marr
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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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General
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Narración:
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Historia
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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Audible version is useless - has no PDF
- De Jim en 03-04-22
De: Francois Chollet
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Build a Large Language Model (From Scratch)
- De: Sebastian Raschka
- Narrado por: Julie Brierley
- Duración: 7 h y 40 m
- Versión completa
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General
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Narración:
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Historia
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.
-
-
Hard to follow when every other sentence “see code”. Some books don’t convey well in audio
- De Michael Little en 03-13-25
-
Defensive Security Handbook (2nd Edition)
- Best Practices for Securing Infrastructure
- De: William F. Reyor III, Lee Brotherston, Amanda Berlin
- Narrado por: Teri Schnaubelt
- Duración: 12 h y 11 m
- Versión completa
-
General
-
Narración:
-
Historia
Despite the increase of high-profile hacks, record-breaking data leaks, and ransomware attacks, many organizations don't have the budget for an information security (InfoSec) program. If you're forced to protect yourself by improvising on the job, this pragmatic guide provides a security-101 handbook with steps, tools, processes, and ideas to help you drive maximum-security improvement at little or no cost.
De: William F. Reyor III, y otros
-
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
-
General
-
Narración:
-
Historia
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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Great content. Terrible narration.
- De Alex en 12-16-23
De: Neal Ford, y otros
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The Ultimate Generative AI Guidebook
- How Anyone Can Master Advanced AI Concepts and Practical Applications Stress-Free
- De: Jordan Blake
- Narrado por: Michael Robinson
- Duración: 5 h y 2 m
- Versión completa
-
General
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Narración:
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Historia
You’re standing at the forefront of a technological revolution… But who do you want to be in charge: It or you? Generative AI is shaping the future, and there’s really no choice but to get on board… and it’s only when you do that you’ll be able to access its incredible benefits. Want to boost your creativity? Enhance your efficiency? Solve problems more easily? AI can help you with all of these things… But it requires something of you first.
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Zero practical value
- De Anonymous User en 03-15-25
De: Jordan Blake
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Generative AI in Practice
- 100+ Amazing Ways Generative Artificial Intelligence Is Changing Business And Society
- De: Bernard Marr
- Narrado por: Jon Vertullo
- Duración: 9 h y 26 m
- Versión completa
-
General
-
Narración:
-
Historia
Generative AI is rewriting the rulebook with its seemingly endless capabilities, from crafting intricate industrial designs, writing computer code, and producing mesmerizing synthetic voices to composing enchanting music and innovating genetic breakthroughs. In Generative AI in Practice, renowned futurist Bernard Marr offers listeners a deep dive into the captivating universe of GenAI. This comprehensive guide introduces you to the basics of this groundbreaking technology and outlines the profound impact that GenAI will have on business and society.
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Dated already
- De Melissa en 08-06-24
De: Bernard Marr
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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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General
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Narración:
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Historia
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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Audible version is useless - has no PDF
- De Jim en 03-04-22
De: Francois Chollet
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Mastering Artificial Intelligence: A Non-Nerd’s Guide to Incorporating AI Basics into Modern Life
- Embracing Artificial Intelligence
- De: Kris Ball
- Narrado por: Tyler Christos
- Duración: 4 h y 29 m
- Versión completa
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General
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Narración:
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Historia
Are you ready to master the future? In today's world, artificial intelligence isn't just science fiction anymore; it's the key to transforming your reality. Are you feeling the pressure to stay ahead in the AI revolution? Don't let anxiety and unease about AI govern your destiny. Take control and keep listening.
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Taught me a ton!
- De Jacquelyn en 06-30-24
De: Kris Ball
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The Path to Singularity
- How Technology Will Challenge the Future of Humanity
- De: J. Craig Wheeler, Neil deGrasse Tyson - foreword
- Narrado por: Graham Rowat
- Duración: 16 h y 21 m
- Versión completa
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General
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Narración:
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Historia
Astrophysicist J. Craig Wheeler, former president of the American Astronomical Society, takes a critical look at the technological advances shaping our future. From artificial intelligence to genetic engineering, Wheeler explores how these innovations are interconnected and the potential they hold for humanity's evolution. With thought-provoking insights into the ethical dilemmas we face, Wheeler stresses the importance of staying informed and proactive.
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great book
- De Heather en 01-27-25
De: J. Craig Wheeler, y otros
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Spatial Computing
- An AI-Driven Business Revolution
- De: Irena Cronin, Cathy Hackl
- Narrado por: Randye Kaye
- Duración: 8 h y 56 m
- Versión completa
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General
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Narración:
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Historia
The next phase of the internet—multimodal, vision-enabled AI that will transform society.
De: Irena Cronin, y otros
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Generative Artificial Intelligence for Beginners
- Unravel the Mysteries of AI with Ease and Confidence through Practical Guides, Ethical Insights, and Real-World Applications
- De: Gwen Taylor
- Narrado por: Lee Goettl
- Duración: 4 h y 35 m
- Versión completa
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General
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Narración:
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Historia
Are you new to Artificial Intelligence and looking for a simple, clear introduction? Generative Artificial Intelligence for Beginners is the perfect starting point for anyone who wants to understand AI without feeling overwhelmed. This beginner-friendly guide breaks down complex concepts into easy-to-follow steps, giving you the confidence to dive into AI and use its incredible tools in no time.
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Seems AI generated
- De Pap Lőrinc en 07-20-24
De: Gwen Taylor
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The Artificial Intelligence and Generative AI Bible
- [5 in 1] The Most Updated and Complete Guide: From Understanding the Basics to Delving into GANs, NLP, Prompts, Deep Learning, and Ethics of AI
- De: Alger Fraley
- Narrado por: Ralph Mitchell
- Duración: 5 h y 31 m
- Versión completa
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General
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Narración:
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Historia
In a world driven by technological advancements, the potential of Artificial Intelligence (AI) is limitless. However, understanding the complexities of AI and harnessing its transformative power can be a daunting task. This audiobook is the solution you've been searching for. This comprehensive guide dives deep into the world of AI, providing you with the knowledge, tools, and techniques to master the art of AI and Generative AI.
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Clearly generated by an AI. Poorly organized and repetitive.
- De Sasha the Customer en 07-14-24
De: Alger Fraley
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Prompt Engineering and ChatGPT
- How to Easily 10X Your Productivity, Creativity, and Make More Money Without Working Harder
- De: Russel Grant
- Narrado por: Jeremy Diener
- Duración: 3 h y 48 m
- Versión completa
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General
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Narración:
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Historia
This book is your key to leveraging ChatGPT effectively. Whether for career advancement, business enhancement, or personal growth, it provides actionable insights and strategies.
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not worth it
- De Rob Thomas en 10-04-24
De: Russel Grant
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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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General
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Narración:
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Historia
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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the book is not good in audio format
- De Anonymous User en 01-09-20
De: Aditya Bhargava
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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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General
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Narración:
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Historia
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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Wonderful audio textbook!
- De Howard_a en 11-02-21
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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
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General
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Narración:
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Historia
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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Don't Waste Your Money on the Audio Version
- De wayne kurtz en 12-11-23
De: Hobson Lane, y otros
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AI for Business
- The Beginner's Fast Track to ChatGPT for Productivity, Profit, and Growth (2 books in 1)
- De: Russel Grant
- Narrado por: Jeremy Diener
- Duración: 7 h y 50 m
- Versión completa
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General
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Narración:
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Historia
Discover how ChatGPT and AI can give you the edge in both your personal and professional life. This new book combines the insights and strategies from two bestselling guides into one comprehensive resource, making it easier than ever to unlock the full potential of AI in your life and work.
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Outdated heavily in 2025
- De Milos en 02-10-25
De: Russel Grant
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The High Probability Options Trader
- Winning Strategies to Take You to the Next Level
- De: Marcel Link
- Narrado por: Brian Wiggins
- Duración: 10 h y 3 m
- Versión completa
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General
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Narración:
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Historia
Professional options trader Marcel Link argues that the most successful traders are the ones who treat trading like a business. It's how he turned trading into a full-time job, and he shares all his secrets with you. In The High Probability Options Trader, Link explains how to take advantage of online tools, offers a thorough but easy-to-understand explanation of option Greeks, and provides many effective strategies.
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Very knowledgeable great information
- De James M en 03-04-24
De: Marcel Link
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Superintelligence
- Paths, Dangers, Strategies
- De: Nick Bostrom
- Narrado por: Napoleon Ryan
- Duración: 14 h y 17 m
- Versión completa
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Superintelligence asks the questions: What happens when machines surpass humans in general intelligence? Will artificial agents save or destroy us? Nick Bostrom lays the foundation for understanding the future of humanity and intelligent life. The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. If machine brains surpassed human brains in general intelligence, then this new superintelligence could become extremely powerful - possibly beyond our control.
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Colossus: The Forbin Project is coming
- De Gary en 09-12-14
De: Nick Bostrom