The Branches Of Computing That Make Up Artificial Intelligence
Shivek Maharaj
Data Analyst @ Old Mutual | Machine Learning & AI Specialist @ edX | AI Engineer { ?? ML ?? RL ?? DL ?? DS ?? NLP ?? CV }
Artificial intelligence is a broad field of research. This field of study aids in the discovery of answers to real-world issues. This post will provide us with a basic insight into the fundamental domains of the Artificial Intelligence discipline.
The major branches of information technology that make up Artificial Intelligence are as we see below.
1. MACHINE LEARNING
Machine learning is one of the most popular branches of artificial intelligence. The primary idea behind this field is to teach machines to learn from data in the same way that humans can learn from their own experiences. It includes learning models that can be used to make predictions based on unknown data.
2. LOGIC
It is another major topic of study in which computer programs are executed using mathematical logic. It includes rules and facts for pattern matching, semantic analysis, and other tasks.
3. SEARCHING
Chess and tic-tac-toe are two games that employ this subject of research. After searching the entire search space, search algorithms provide the best option.
4. ARTIFICIAL NEURAL NETWORKS
This is a network of high-performance computing systems with a common theme inspired by biological brain networks. Robotics, speech recognition and speech processing are just a few of the applications for ANN.
5. GENETIC ALGORITHM
With the help of several programs, genetic algorithms aid in the solution of problems. The outcome would be determined by choosing the fittest.
6. KNOWLEDGE REPRESENTATION
It is a topic of research in which we can describe information in a way that the machine can understand. The more effectively the knowledge is represented, the more intelligent the system becomes.