WHAT AI, ML, DL ACTUALLY MEAN?

ARTIFICIAL INTELLIGENCE

Machine or software intelligence as opposed to animal or human intelligence.

Two categories of Artificial Intelligence

1. Weak Artificial Intelligence 2. Strong Artificial Intelligence

1.Weak AI

In this the machine programs act according to a well-defined response. Ex: A home appliance like an oven

2. Strong AI

A theoretical branch of AI that defines a particular approach to AI development. Ex: Cyber Security

MACHINE LEARNING

It is subset of AI where Machine Learning algorithms designed in a way that machine tries to learn by itself. Types are 1. Supervised 2. Unsupervised 3. Reinforcement

1.Supervised Learning

In this, the machine is provided with labeled dataset. It already has input and output parameter.

2. Unsupervised Learning

In this, the machine would not have any labelled dataset. This involves clustering of data.

3. Reinforcement Learning

In this, the algorithms are designed in a such way that machine tries to find an optional solution.

DEEP LEARNING

It is evolved from Machine Learning. It works in layered architecture and uses artificial neutral network.

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