The six major fields of artificial intelligence include:
Deep learning: Deep learning is a branch of machine learning that uses multiple layers of neural networks to process complex data such as images, sounds, and text. It mimics the mechanisms of the human brain to interpret data, and deep learning is a type of unsupervised learning.
Natural Language processing (NLP): NLP is a technology that enables computers to understand and generate human language, involving grammatical analysis, semantic understanding and sentiment analysis. Applications include chatbots, translation tools, and text summaries.
Computer vision (CV): The goal of computer vision is to enable computers to understand and parse image and video data. Applications include object detection and recognition, facial recognition, and medical image analysis.
Intelligent robot: Intelligent robots combine sensing, decision making and motion planning technologies and are used in manufacturing, service and home fields to complete accurate assembly tasks, provide customer service and assist the elderly.
Automatic programming: Automatic programming is based on the description of a given problem, automatically generate a program to meet the requirements, it is a combination of software engineering and artificial intelligence research topic.
Data mining: Data mining is a process of searching hidden information from a large amount of data by algorithms, which is usually combined with statistics, online analysis and processing, machine learning and other methods.
These fields have a wide range of applications in production and life, such as recommendation systems, autonomous vehicles, medical image analysis, intelligent voice assistants and other fields have achieved remarkable results.
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