Artificial Intelligence and Machine Learning
Artificial Intelligence is sub field of machine learning which uses human neural network technique for introducing intelligence into machine. This field is very popular these days and many researches are going on to improve Artificial Intelligence technologies. In this article we will understand Artificial Intelligence and know about the technologies used for achieving this.
What is Artificial Intelligence?
Artificial Intelligence is also known as AI in short and its part of Machine learning technologies. AI uses the deep learning technologies to produce intelligence for machine.
Artificial Intelligence is sub field of Machine learning which simulates human neural network to learn from the previous experiences/data and decide on the best path for a given work. It learns from the previous work and based on the intelligence it can think decide on new set of similar work. AI is continuous process where software keeps on learning from new data and improves its intelligence.
Artificial Intelligence creates computer program that enables a machine or computer to become intelligent like human beings. It is provides the intelligence to the computer but it depends on the data supplied for learning, although it’s not as intelligent like human beings.
It tries to make a computer or machine to think like human being, but the risk is that if we feed wrong data to system it will start thinking in a wrong way. So, still it’s a machine and not intelligent like human being.
Goals Artificial Intelligence
Goals of an artificial intelligent system are to create a system that:
- Can learn through data and generate intelligence for advising their users in the form of analytics.
- Implements intelligence in machine for thinking like humans.
Uses of Artificial Intelligence
Computer programs designed for Artificial Intelligence is used to provide following capability to the computer:
- Speech recognition
- Learning
- Planning
- Problem solving
- Knowledge
- Reasoning
- Perception
- Ability to manipulate and move objects
- Robotics
Almost all the industry today can use Artificial Intelligence to increase their productivity by learning from their experience and then use the machine intelligence to find out what can be done in what way.
Computer provides huge processing power and through Artificial Intelligence it can learn from previous work to improve the performance of the business.
Robotics is another field where it needs to learn from the events and decide next course of action. Artificial Intelligence is used in robotics for motion, object/gesture recognition, object navigation, motion panning and mapping. There are tremendous use of artificial learning in robotics and intelligent machine manufacturing industry.
Various Artificial Intelligence Technologies
Artificial Intelligence is changing the way we think about technologies as it is introducing AI in all the things we are using in our day to day life. Due to this companies are investing huge amount to make them capable of using Artificial Intelligence in their business and products. Now let’s look at the technologies available today for Artificial Intelligence.
- Natural Language Generation
- Speech recognition
- Machine Learning Platforms
- Virtual Agents
- Decision Management
- AI-Optimized Hardware
- Deep Learning Platforms
- Robotic Process Automation
- Text Analytics and NLP
- Biometrics
All the above and many more technologies are heavily AI for adding intelligence in the system.
