Building Intelligent Systems
A Guide to Machine Learning Engineering
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Narrated by:
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Mike Norgaard
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By:
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Geoff Hulten
About this listen
Produce a fully functioning intelligent system that leverages machine learning and data from user interactions to improve over time and achieve success.
This audiobook teaches you how to build an intelligent system from end to end and leverage machine learning in practice. You will understand how to apply your existing skills in software engineering, data science, machine learning, management, and program management to produce working systems.
Building Intelligent Systems is based on more than a decade of experience building Internet-scale intelligent systems that have hundreds of millions of user interactions per day in some of the largest and most important software systems in the world.
What you'll learn:
- Understand the concept of an intelligent system: what it is good for, when you need one, and how to set it up for success.
- Design an intelligent user experience: achieve your objectives and produce data to help make the intelligent system better over time.
- Implement an intelligent system: execute, manage, and measure intelligent systems in practice.
- Create intelligence: use many approaches, including machine learning.
- Orchestrate an intelligent system: bring the parts together throughout its life cycle and achieve the impact you want.
This audiobook is for software engineers, machine learning practitioners, and technical managers who want to build effective intelligent systems.
©2018 Geoff Hulten (P)2018 Geoff HultenListeners also enjoyed...
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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
- By Gary on 09-12-14
By: Nick Bostrom
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Deep Learning
- MIT Press Essential Knowledge Series
- By: John D. Kelleher
- Narrated by: Joel Richards
- Length: 5 hrs and 49 mins
- Unabridged
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Overall
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Performance
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Story
In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.
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Yikes
- By Elliot Blanford on 10-27-19
By: John D. Kelleher
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AI and Machine Learning for Coders
- A Programmer's Guide to Artificial Intelligence
- By: Laurence Moroney
- Narrated by: Timothy Howard Jackson
- Length: 9 hrs and 17 mins
- Unabridged
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Overall
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Performance
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Story
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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Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- By Luc on 08-11-23
By: Laurence Moroney
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Artificial Intelligence for Dummies
- By: John Mueller, Luca Massaron
- Narrated by: Chris Sorensen
- Length: 13 hrs and 32 mins
- Unabridged
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Overall
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Performance
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Story
In this audiobook, you'll get a clear overview of artificial intelligence technology, the common misconceptions surrounding it, and a fascinating look at its applications in everything from self-driving cars and drones to its contributions in the medical field.
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Outdated
- By Timothy C. on 05-31-23
By: John Mueller, and others
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Solutions Architect's Handbook
- Kick-Start Your Solutions Architect Career by Learning Architecture Design Principles and Strategies
- By: Saurabh Shrivastava, Neelanjali Srivastav
- Narrated by: Mark Armstrong
- Length: 17 hrs and 48 mins
- Unabridged
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Overall
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Performance
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Story
Becoming a solutions architect requires a hands-on approach, and this edition of the Solutions Architect's Handbook brings exactly that. This audiobook will teach you how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. It will also help you build effective product strategies for your business and implement them from start to finish.
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Audio isn't a good fit for material
- By William May on 04-05-23
By: Saurabh Shrivastava, and others
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The Alignment Problem
- Machine Learning and Human Values
- By: Brian Christian
- Narrated by: Brian Christian
- Length: 13 hrs and 33 mins
- Unabridged
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Overall
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Performance
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Story
Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.
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Required reading for any AI course
- By ehan ferguson on 11-16-20
By: Brian Christian
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Superintelligence
- Paths, Dangers, Strategies
- By: Nick Bostrom
- Narrated by: Napoleon Ryan
- Length: 14 hrs and 17 mins
- Unabridged
-
Overall
-
Performance
-
Story
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.
-
-
Colossus: The Forbin Project is coming
- By Gary on 09-12-14
By: Nick Bostrom
-
Deep Learning
- MIT Press Essential Knowledge Series
- By: John D. Kelleher
- Narrated by: Joel Richards
- Length: 5 hrs and 49 mins
- Unabridged
-
Overall
-
Performance
-
Story
In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.
-
-
Yikes
- By Elliot Blanford on 10-27-19
By: John D. Kelleher
-
AI and Machine Learning for Coders
- A Programmer's Guide to Artificial Intelligence
- By: Laurence Moroney
- Narrated by: Timothy Howard Jackson
- Length: 9 hrs and 17 mins
- Unabridged
-
Overall
-
Performance
-
Story
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.
-
-
Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- By Luc on 08-11-23
By: Laurence Moroney
-
Artificial Intelligence for Dummies
- By: John Mueller, Luca Massaron
- Narrated by: Chris Sorensen
- Length: 13 hrs and 32 mins
- Unabridged
-
Overall
-
Performance
-
Story
In this audiobook, you'll get a clear overview of artificial intelligence technology, the common misconceptions surrounding it, and a fascinating look at its applications in everything from self-driving cars and drones to its contributions in the medical field.
-
-
Outdated
- By Timothy C. on 05-31-23
By: John Mueller, and others
-
Solutions Architect's Handbook
- Kick-Start Your Solutions Architect Career by Learning Architecture Design Principles and Strategies
- By: Saurabh Shrivastava, Neelanjali Srivastav
- Narrated by: Mark Armstrong
- Length: 17 hrs and 48 mins
- Unabridged
-
Overall
-
Performance
-
Story
Becoming a solutions architect requires a hands-on approach, and this edition of the Solutions Architect's Handbook brings exactly that. This audiobook will teach you how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. It will also help you build effective product strategies for your business and implement them from start to finish.
-
-
Audio isn't a good fit for material
- By William May on 04-05-23
By: Saurabh Shrivastava, and others
What listeners say about Building Intelligent Systems
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- Anonymous User
- 04-03-19
must read for engineers working with AI
It's a grest overview for anyone aiming to build AI based systems. It's not yet another book how to use machine learning using framework X to build predictive model Y, but a complete guide how to prepare for overall rollout of such product. It provides full context what intelligent system needs in addition to models at it's core, to make it useful for people both using and creating such product.
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- VerdereC
- 08-15-18
Good overview and well worth the time
Material is not for the general public, but given my background I found the info relevant and interesting. Could be better structured for the Audible space.
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2 people found this helpful
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- V. Etter
- 07-12-18
A must-read for anybody working with ML
As a Machine Learning scientists working at a large software engineering company, I strongly feel like this book should be one of the mandatory readings for anybody working on real-world machine learning systems, regardless of their role (software engineer, data scientist, product manager, etc.). Most Machine Learning books will teach you the various ways you can train a model, what loss function to use, how to avoid overfitting, etc, but none of them will explain to you the most important part: how to ship your model to have customer impact, and how to design your user experience such that every user interaction improves your sytem. This book explains it in great details, with lots of concrete examples and very clear explanations about each and every steps required to deliver a successful intelligent experience. The summary at the end of each chapter are very useful when coming back to the book later to review a section! I also really liked the tone of the book, full of funny examples and witty remarks. Way to make a technical read entertaining!
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2 people found this helpful