In this article, we are going deep to cover Artificial intelligence and the applications of AI and Machine learning. First, we will look at the history of AI and understand what artificial intelligence is and what exactly is machine learning? Then we look at various types of machine learning, and we will also look at many applications of AI and ML.
History of artificial intelligence
The conceptof artificial intelligence is not new. It was first started in 1956, but it wasjust a theoretical concept. Then in the 80’s and 90's, we were talking about neural networks. But since we didn't have enough computational power, so we couldn't utilize it properly. But in the late 90’s and 2000, we started using neural networks for machine learning. Then in 2006, the term deep learning was coined for the first time that overcame the limitations of machine learning. And from 2010, deep learning was used commercially as well. So, this was just a small history of artificial intelligence, machine learning, and deep learning. Let us move forward and understand artificial intelligence.
Artificial intelligence overview
Artificial intelligence (AI)has surfaced over the last few decades and remains a key trend in innovative technology which helps in reduction in human errors and encourages automate work rather than manual work. AI is accomplished by studying how human brain thinks and how the human brain learns, decide and work while trying to solve a problem.
For example, nowadays, if you have noticed, if your car exceeds the speed limit, you'll geta letter or basically a Chalan at your home, how do you think that happens? Do you think that there is a person who is sitting in a chair and noting down all the number plates that cross the speed limit? No, it is not possible because there are millions of cars pass through the same road to do that task become very time consuming and hectic thing… then what is the solution? By using artificial intelligence, you can fix the cameras that will take the picture of all the cars which exceed the speed limit. And then convert that picture as text. Then send challan or fine letter to respective persons. Like this, you can reduce human interaction and automate the process. AI can be used in many situations, for example, a deep ocean or navigation on Mars. So, in those places, we need machines which are small enough to carry our task.
Also Read: Future of AI in the workplace
What is machine learning?
Machine learning (ML) is nothing but a type of artificial intelligence, or you can saya subset of artificial intelligence. And it provides computers with the ability to learn without being explicitly programmed. So you do need to hard code your machine for that. Three are 2 types of machine learning. the first type is called supervised learning and the second type is unsupervised learning.
Applicationsof AI and Machine learning technologies
- Speech recognition
- Image recognition
- Traffic predictions
- Automatic Language Translations
- Natural Languageprocessing
- Self-drivingcars
- Smart assistants
- Fraud Preventions
- Product recommendation
- Manufacturing robots
- Proactive healthcare management
- Disease mapping
- Automate dfinancial investing
Lots of people will get confused between data science buzzwords AI, ML, and deeplearning. To eliminate this confusion here is an amazing blog read now: Differencebetween deep learning and machine learning
Now, you have got an idea about artificialintelligence and machine learning, now it’s time to utilize them in your industrial automation industries. If you are an organization that seeking to implement best AI based applications to automate your business process. Then connect with V2Soft– A best AI and Machine learning service provider to accomplish your business objectives.
