Artificial Intelligence
2 min readAI is a very vast field full of new emerging technologies, following are the main branches/fields come under it:
- Machine Learning: Machine learning is a subset of artificial intelligence that focuses on algorithms that learn from data and improve their performance over time without being explicitly programmed.
- Natural Language Processing (NLP): NLP is a branch of artificial intelligence that deals with the understanding, interpretation, and generation of natural language. It is used to interpret and analyze text and speech, as well as to generate natural-sounding responses.
- Computer Vision: Computer vision is a branch of artificial intelligence that deals with the ability of computers to recognize and understand images and videos. It is used to automate processes such as facial recognition, object detection, and image segmentation.
- Robotics: Robotics is a branch of artificial intelligence that deals with the design and operation of robots. Robots are used to automate physical tasks and are often used in manufacturing, transportation, and healthcare.
- Knowledge Representation and Reasoning: Knowledge representation and reasoning is a branch of artificial intelligence that deals with representing and reasoning with knowledge. It is used to develop systems that can make decisions and solve problems based on a set of rules and facts.
- Planning and Scheduling: Planning and scheduling is a branch of artificial intelligence that deals with the ability to plan and schedule tasks. It is used to automate processes such as route planning, scheduling meetings, and resource allocation.
- Autonomous Agents: Autonomous agents are a type of artificial intelligence that can autonomously make decisions and act in the real world. They can be used in autonomous vehicles, virtual assistants, and other areas.
- Deep Learning: Deep learning is a subset of machine learning that uses artificial neural networks to learn patterns from large amounts of data. It is used to automate processes such as image recognition, natural language processing, and robotics.