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#machine

Explore Books, Authors and Common Highlights on Machine

Showing 53 of 53 highlights

The combination of machine intelligence and human judgment can lead to better outcomes.
We are at the dawn of a new machine age that is reshaping our economy and society.
The future will be about the collaboration between humans and machines.
Machine learning is a subset of AI that focuses on building systems that learn from data.
Deep learning is a branch of machine learning based on a set of algorithms that attempt to model high-level abstractions in data.
A Turing machine can be in one of a finite number of states.
The second machine age presents us with both unprecedented opportunities and daunting challenges.
There is no free lunch in machine learning.

From The Master Algorithm by Pedro Domingos

Machine learning is a revolution in how we think about intelligence.

From The Master Algorithm by Pedro Domingos

The relationship between humans and machines will define the 21st century.
Feature selection is crucial in building effective machine learning models.
Artificial intelligence is the science of making machines do things that would require intelligence if done by humans.
We must think carefully about the values we want to instill in our machines.

From Life 3.0 by Max Tegmark

We are all machine learners now.

From The Master Algorithm by Pedro Domingos

Deep learning is a subfield of machine learning that uses algorithms inspired by the structure and function of the brain.
There is no ghost in the machine.

From The Concept of Mind by Gilbert Ryle

A good understanding of data is crucial in developing a successful machine learning solution.
Machine learning is a powerful tool, but it is not without limitations.
We are on the brink of a new era in machine learning.

From Genius Makers by Cade Metz

Feature engineering is the process of using domain knowledge to create features that make machine learning algorithms work.
Machine learning is the science of getting computers to act without being explicitly programmed.

From The Master Algorithm by Pedro Domingos

The Turing machine is a model of computation.
The idea of a universal machine is a powerful one that can simulate any other machine.
Machine learning is a powerful tool when applied appropriately.
A Turing machine is a theoretical model that helps us understand computation.
As we create intelligent machines, we must also cultivate our own intelligence.

From T-Minus AI by Michael Kanaan

To build machines that think, we must first understand how we think.

From Genius Makers by Cade Metz

The Master Algorithm could create a machine that learns everything.

From The Master Algorithm by Pedro Domingos

The limits of computation are defined by the Turing machine.
The ultimate goal of machine learning is to find the master algorithm.

From The Master Algorithm by Pedro Domingos

A computer is a universal machine.
The master algorithm is the one algorithm that can learn anything from data.

From The Master Algorithm by Pedro Domingos

Every time we use machine learning, we are shaping the future of technology.

From The Master Algorithm by Pedro Domingos

Understanding the problem is the first step in the machine learning process.
The most important part of machine learning is the data.
Machines are not just tools; they are transforming our economy and society.
The goal of machine learning is to turn data into knowledge.

From The Master Algorithm by Pedro Domingos

Our machines must reflect our best selves, not just our mistakes.
The bias-variance tradeoff is a central concept in machine learning.
Understanding how to make machines that can learn and adapt to our preferences is crucial.
The distinction between human and machine will become increasingly blurred.
The body is a wonderfully intricate machine.
We need to teach our machines to learn from experience, just like humans do.

From The Master Algorithm by Pedro Domingos

The power of machine learning lies in its ability to generalize.

From The Master Algorithm by Pedro Domingos

In a sense, every computer is a Turing machine.
Any computation can be performed by a Turing machine.
The real question is not whether machines think but whether humans do.
The Turing machine is a simple abstract device that can simulate any computer algorithm.
Humans have unique qualities that machines cannot replicate.

From Human Compatible by Stuart Russell

The more data you have, the better your predictions.

From The Master Algorithm by Pedro Domingos

The real challenge is to create machines that are beneficial to humanity.

From Human Compatible by Stuart Russell

To understand a machine is to understand a part of ourselves.
The key to machine learning is finding the right representation of the data.

From The Master Algorithm by Pedro Domingos