AI Engineering
Building Applications with Foundation Models
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AI Engineering
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Narrado por:
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Edelyn Okano
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De:
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Chip Huyen
Acerca de esta escucha
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.
The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.
AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.
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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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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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General3 out of 5 stars 4
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Narración:2.5 out of 5 stars 3
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Historia1.5 out of 5 stars 3
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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3 out of 5 stars
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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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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
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General4.5 out of 5 stars 25
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Narración:4.5 out of 5 stars 19
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Historia4.5 out of 5 stars 19
If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.
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5 out of 5 stars
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Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- De Luc en 08-11-23
De: Laurence Moroney
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The Software Engineer's Guidebook
- Navigating Senior, Tech Lead, and Staff Engineer Positions at Tech Companies and Startups
- De: Gergely Orosz
- Narrado por: Nikola Hamilton
- Duración: 15 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
This audiobook is a summary of the advice I’ve given to software engineers over the years–and then some more. This audiobook follows the structure of a “typical” career path for a software engineer, from starting out as a fresh-faced software developer, through being a role model senior/lead, all the way to the staff/principle/distinguished level. It summarizes what I’ve learned as a developer and how I’ve approached coaching engineers at different stages of their careers.
De: Gergely Orosz
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Building Microservices
- Designing Fine-Grained Systems
- De: Sam Newman
- Narrado por: Theodore O'Brien
- Duración: 21 h y 12 m
- Versión completa
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General5 out of 5 stars 104
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Narración:5 out of 5 stars 82
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Historia4.5 out of 5 stars 81
As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures. Through clear examples and practical advice, author Sam Newman gives everyone from architects and developers to testers and IT operators a firm grounding in the concepts.
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5 out of 5 stars
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Easy to Understand
- De Anonymous User en 04-27-22
De: Sam Newman
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The AI Edge
- Sales Strategies for Unleashing the Power of AI to Save Time, Sell More, and Crush the Competition
- De: Jeb Blount, Anthony Iannarino
- Narrado por: Jeb Blount, Anthony Iannarino
- Duración: 6 h y 28 m
- Versión completa
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General5 out of 5 stars 3
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Narración:5 out of 5 stars 3
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Historia5 out of 5 stars 3
In today's cutthroat sales world, where sales professionals are constantly juggling multiple responsibilities and navigating a sea of relentless competitors, everyone is looking for an edge. What if that EDGE is found in a tool powerful enough to give you more time in your sales day, accelerate your productivity, and still leave room for the human touch that's vital to building relationships? Enter the game-changing world of Artificial Intelligence. Enter The AI Edge.
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5 out of 5 stars
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Another slam dunk by Blunt
- De jayson en 03-11-25
De: Jeb Blount, y otros
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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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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 22
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Narración:4.5 out of 5 stars 21
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Historia4.5 out of 5 stars 21
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
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Fundamentals of Software Architecture
- An Engineering Approach
- De: Mark Richards, Neal Ford
- Narrado por: Benjamin Lange
- Duración: 13 h y 10 m
- Versión completa
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General4.5 out of 5 stars 267
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Narración:5 out of 5 stars 220
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Historia4.5 out of 5 stars 217
This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford—hands-on practitioners who have taught software architecture classes professionally for years—focus on architecture principles that apply across all technology stacks.
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5 out of 5 stars
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Helpful but business-centric
- De A.N. en 03-25-21
De: Mark Richards, 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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Basic Generative AI
- Beginner's Guide to Artificial Intelligence, ChatGPT and Machine Learning, Practical AI Applications
- De: Freeman Publishing
- Narrado por: Catherine Hein Carter
- Duración: 5 h y 5 m
- 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
Are you fascinated by apps like Microsoft’s ChatGPT and Google’s Gemini but unsure how you can utilize them to their full potential? Have you wondered how ChatGPT could help your writing, editing, and even gaming? Understanding and integrating Generative AI into your daily life may seem daunting, but it's not as difficult as you might think. In fact, with the right guide, anyone can harness the power of AI.
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Machine Learning for Absolute Beginners
- Python for Data Science, Book 3
- De: Oliver Theobald
- Narrado por: Scott Morgan
- Duración: 3 h y 48 m
- Versión completa
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General3.5 out of 5 stars 4
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Narración:3 out of 5 stars 3
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Historia3 out of 5 stars 3
Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required.
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1 out of 5 stars
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Text read does not match the book
- De Kay en 01-05-23
De: Oliver Theobald
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Monolith to Microservices
- Evolutionary Patterns to Transform Your Monolith
- De: Sam Newman
- Narrado por: Mitchell Dorian
- Duración: 6 h y 45 m
- Versión completa
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General4.5 out of 5 stars 112
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Narración:5 out of 5 stars 94
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Historia4.5 out of 5 stars 94
How do you detangle a monolithic system and migrate it to a microservice architecture? How do you do it while maintaining business-as-usual? As a companion to Sam Newman’s extremely popular Building Microservices, this new book details a proven method for transitioning an existing monolithic system to a microservice architecture.
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5 out of 5 stars
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Pretty good, but could be better
- De Uri Simhony en 04-11-21
De: Sam Newman
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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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General5 out of 5 stars 52
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Narración:5 out of 5 stars 52
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Historia5 out of 5 stars 52
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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2 out of 5 stars
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Outdated heavily in 2025
- De Milos en 02-10-25
De: Russel Grant
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Genius Makers
- The Mavericks Who Brought AI to Google, Facebook, and the World
- De: Cade Metz
- Narrado por: John Lee
- Duración: 9 h y 59 m
- Versión completa
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General4.5 out of 5 stars 368
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Narración:4.5 out of 5 stars 299
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Historia4.5 out of 5 stars 300
What does it mean to be smart? To be human? What do we really want from life and the intelligence we have, or might create? With deep and exclusive reporting, across hundreds of interviews, New York Times Silicon Valley journalist Cade Metz brings you into the rooms where these questions are being answered. Where an extraordinarily powerful new artificial intelligence has been built into our biggest companies, our social discourse, and our daily lives, with few of us even noticing.
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3 out of 5 stars
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difficult listen
- De LEE en 03-17-21
De: Cade Metz
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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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General5 out of 5 stars 50
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Narración:5 out of 5 stars 48
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Historia5 out of 5 stars 48
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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5 out of 5 stars
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Perfect introduction to AI
- De Anonymous User en 02-25-25
De: Jordan Blake
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Co-Intelligence
- Living and Working with AI
- De: Ethan Mollick
- Narrado por: Ethan Mollick
- Duración: 4 h y 39 m
- Versión completa
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General4.5 out of 5 stars 545
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Narración:4.5 out of 5 stars 503
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Historia4.5 out of 5 stars 503
Something new entered our world in November 2022—the first general purpose AI that could pass for a human and do the kinds of creative, innovative work that only humans could do previously. Wharton professor Ethan Mollick immediately understood what ChatGPT meant: after millions of years on our own, humans had developed a kind of co-intelligence that could augment, or even replace, human thinking. Through his writing, speaking, and teaching, Mollick has become one of the most prominent and provocative explainers of AI.
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5 out of 5 stars
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great intro book marred by poor narration
- De Amazon Customer en 04-14-24
De: Ethan Mollick