what is the main point of difference between human & machine intelligence?
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While humans behave according to their consciousness, machines perform as they are taught. Humans perform activities as per their own intelligence. On the contrary, machines only have an artificial intelligence. It is a man-made intelligence that the machines have.
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Strong AI has a complex algorithm that helps it act in different situations, while all the actions in weak AIs are pre-programmed by a human. Strong AI-powered machines have a mind of their own. They can process and make independent decisions, while weak AI-based machines can only simulate human behavior.
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Human intelligence revolves around adapting to the environment using a combination of several cognitive processes. The field of Artificial intelligence focuses on designing machines that can mimic human behavior.
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AI is a bigger concept to create intelligent machines that can simulate human thinking capability and behavior, whereas, machine learning is an application or subset of AI that allows machines to learn from data without being programmed explicitly.
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Human intelligence is based on the variants they encounter in life and responses they get which may result in millions of functions overall in their lives. However, Artificial intelligence is defined or developed for specific tasks only and its applicability on other tasks may not be easily possible.
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In summary, traditional algorithms take some input and some logic in the form of code and encourage output. In contrast, machine learning algorithms use inputs and outputs and give some logic that can then be used to process new inputs to give an output. The logic generated is what makes it ML.
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“IoT is the senses, Big Data is the fuel, and artificial Intelligence is the brain to realize the future of a smart connected world.” IoT is about devices, data and connectivity. The real value of Internet of Things is about creating smarter products, delivering intelligent insights and providing new business outcomes.
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Machine learning is, in fact, a part of AI. However, we define Artificial intelligence as a set of algorithms that is able to cope with unforeseen circumstances. ... Machine learning and artificial intelligence are both sets of algorithms, but differ depending on whether the data they receive is structured or unstructured.
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Machine learning is a subset of AI, and it consists of the techniques that enable computers to figure things out from the data and deliver AI applications. Deep learning, meanwhile, is a subset of machine learning that enables computers to solve more complex problems.
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Let's see the difference between AI and Expert System: ... AI involves the use of methods based on the intelligent behavior of humans to solve complex problems. Experts systems are computer programs designed to solve complex decision problems.
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“The major difference between machine learning and statistics is their purpose. Machine learning models are designed to make the most accurate predictions possible. Statistical models are designed for inference about the relationships between variables.” ... You cannot do statistics unless you have data.
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Humans have the ability to learn without prior experience whereas human abilities to be achieved by a computer are far from perfection as they require a lot of training examples and a clear objective function. Humans generally learn from zero-shot techniques unlike machines where zero-shot learning is task variant.
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What is the basic difference between robotics and artificial intelligence? In short, a robot is a machine which may or may not require intelligence to perform specific tasks and has a physical form. Whereas an AI is a program so it doesn't need to be physical.
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Machine Vision. The main difference between computer and machine vision is simply a matter of scope. ... Computer vision uses a PC-based processor to perform a deep dive into data analysis. As such, computer vision has a much greater processing capability of acquired visual data when compared to machine vision.
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The main difference between Computer and Robot is that the Computer is a simple general-purpose device for performing arithmetic or logical operations and Robot is a mechanical or virtual artificial agent carrying out physical activities.
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Difference between Man and Machine: ... While man behave as per their consciousness, machines just perform as they are taught. Man can perform activities as per their own intelligence. On the contrary, machines only have an artificial intelligence.
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Artificial Intelligence is a branch of computer science that focuses on creating intelligent machines which work as human beings. ... Most of the key aspects of machine learning are covered in computer science. An AI machine is capable of using its inputs to deduce key aspects of the problem.