Artificial Intelligence: This artificial intelligence is the most important topic of the present and future.
Artificial Intelligence We call machine correctness. Intelligence is the ability to acquire knowledge and apply it. Machine learning is an accumulation of machine learning. Artificial intelligence is something that needs to be learned and applied to each other.
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| Artificial Intelligence / Machine Learning Discussion |
We have seen in movies or science fiction that robots have become very powerful. Destroy people. Some robots work to help people. The brains of these robots are artificial intelligences. Without artificial intelligence, robots are like ordinary inorganic materials. It's not that we need robots for artificial intelligence. There are many artificial proximity apps in our pocket smartphone.
Steps towards artificial intelligence.
Artificial intelligence programs can be divided into three stages.
ANI or artificial narrow intelligence or weak AI ANI programs are experts in a particular task. Since the program can play chess, it is best to play chess. If he is doing any other work, he cannot do anything. Like he's allowed to play Luda, he can't. As they are looking for younger children to do something challenging, the program will look just like you.
AGI or Artificial General Intelligence I: The second stage of artificial intelligence is AGI. This is called Strong AI or Human Level AI. At this stage, the computer will be able to think like a human, plan like a human, solve a problem, and suddenly in a new environment, seeing the environment, will be able to adapt to the environment.
ASI or artificial superintelligence: the third step in artificial intelligence. When the computer becomes smarter than humans, we will call it an artificial superintelligence. Researchers are now worried about what will happen if an artificial superintelligence system is created, whether it will be good or not bad for a person.
Having achieved artificial superintelligence, scientists are very concerned about whether we will be there or not. Whether we live or not, everything will change after reaching ASI. How can we use all the powers of the world, we can get rid of it. Maybe we can easily get to other planets from Earth. The universe can move.
What stage are we at?
We are still at the stage of artificial narrow intelligence. All programs that we use or use, all AON programs. Gogole search engine, self-driving car, flight control, nuclear project management and other complex systems. They are skilled in a particular job. They cannot do any other work besides this work.
Our achievements:
In 1997, IBM Deep Blue lost its computer chess grandmaster. It was an intellectual program. This was a great achievement of artificial intelligence.
In March of this year, the AlphaGo program loses the world board game championship. This is a much bigger achievement than the first achievement. Because in chess games there are about 25 steps to go from each position to the next move. Gu Go offers 200 moves. It is not as easy for a computer to make any movements as people can easily think. Besides, chess is a logic game. Logic can only play with. But the game is to play with the intellect. As people think, so they should think.
IBM Watson:
IBM Watson also lost two champions of the famous Jeopardy quiz in 2011.
IBM Watson is the most successful intellectual program so far. It is originally designed by asking questions in order to answer. Two natural born Jeopardy champions start to go astray. IBM Watson can now be used in many places. This program can be used in various areas such as data analysis, education, treatment, etc. IBM Watson helps doctors make decisions about cancer treatment. In addition, about 90% of Lange Cancer nurses are based on solutions issued by IBM Watson. The best part about this program is that the more you use it, the better the system will become.
Using the Watson API, anyone can create complete software. Although not free!
Personal assistant:
We have a fantastic story about a personal assistant, but now many tasks can be done with the help of personal assistants. If you ask any of them, you will answer. By talking to products like Amazon Echo or Google Home, you can communicate with the computer. As much as seen in sci-fi movies. While there used to be stories, now the problems are real.
Honey robot:
Humanity Robot tells us that the robots we see in movies are like humans. Honda ASIMO Robot is the best human-made robot. In addition, Boston is working with military-grade dynamic robots. Their robots are very strong. An open humanoid robot for everyone is NAO. It's programmed. You can buy it by modifying it yourself. If you put a program like IBM Watson, then Google will work as a home andwhether Amazon echo.
Self-assembly robot:
The most interesting robots are self-assembly robots. Those who watched the movie "Big Hero" are shown microbots. Little robots. Which can hold any shape on one side. When I saw the movie a few days ago, now I see that the work is really working on such a robot. And they were successful. The MIT Self-Assembly Laboratory is working on such robots. And made great microbes.
When nanotechnology has come a long way, this self-assembling robot will be able to treat any disease in the human body. Virus virus? Microbes enter blood cells and destroy viruses. There is nothing to say about such a disease as cancer.
Industrial robot:
Not that robots are like humans. Robots can be anything. Many jobs in industry are performed by robots. From car manufacturing to mobile chips or processors, work is done by robots.
Machine learning:
We have just solved a lot of problems using ANI. We have made our lives much easier. When creating these AON programs, we do not directly indicate what to do. Let's give some examples. The program then compiled an algorithm from this example. Then the next thing to do is do the job, do it yourself. This is machine learning.
All the programs or robots that I mentioned some time ago have machine learning. Over the next two or three years, software or applications will be used, all machine learning will be used.
Prism:
We have used many premas applications. Those who did not use at least saw images from the prism. What makes a beautiful picture a beautiful art painting? Deep Neural Network is the core of this application. What is a machine learning method. Now we must apply machine learning to do great things.
Machine learning job market:
Up Work Every four months after Skills Index shares. The most emerging skill right now is machine learning! Not only the future, there is still a lot of demand for machine learning.
Find out where?
There are many resources on the web. My favorite site is Uidashi. There are also free resources as well as premium resources. There are two projects: Getit Awab Awesome Artificial Intelligence and Awesome Machine Learning. There is a list of all resources on artificial intelligence and machine learning. This sounds easy to you, you can start with this.
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