Artificial Intelligence

5 Different Types of Artificial Intelligence

Shiva Ganesh

Here are the 5 different types of AI, like, Machine Learning, Deep Learning, NLP, and, XAI

Artificial intelligence has reshaped the enterprise's perception of extracting insights from data in recent years. Most people believe it is the next breakthrough technology. According to PwC, AI might contribute $15.7 trillion to the global economy by 2030. 

1. Machine Learning: Artificial intelligence includes machine learning as a component. It is described as the algorithms that scan data sets and then learn from them to make educated judgments. In the case of machine learning, the computer software learns from experience by executing various tasks and seeing how the performance of those tasks improves over time.

2. Deep Learning: Deep learning may also be considered a subset of machine learning. Deep learning aims to increase power by teaching students how to represent the world in a hierarchy of concepts. It demonstrates how the notion is connected to more easy concepts and how fewer abstract representations can exist for more complex ones.

3. Natural language Processing (NLP): Natural Language Processing (NLP) is an artificial intelligence that combines AI and linguistics to allow humans to communicate with robots using natural language. Google natural language processing utilizing Google Voice search is a simple example of NLP.

4. Computer Vision: Computer vision is used in organizations to improve the user experience while cutting costs and enhancing security. The market for computer vision is growing at the same rate as its capabilities and is expected to reach $26.2 billion by 2025. This is an almost 30% annual growth.

5. Explainable AI(XAI): Explainable artificial intelligence is a collection of strategies and approaches that enable human users to comprehend and trust machine learning algorithms' discoveries and output. Explainable AI refers to the ability to explain an AI model, its projected impact, and any biases. It contributes to the definition of model correctness, fairness, and transparency and results in AI-powered decision-making.

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