## Posts

Showing posts from August 9, 2020

### Unsupervised Machine Learning

Unsupervised Machine Learning Unsupervised machine learning algorithms infer patterns from a dataset without reference to known or labeled, outcomes. Unlike supervised machine learning, unsupervised machine learning methods cannot be directly applied to regression or a classification problem because you have no idea what the values for the output data might be, making it impossible for you to train the algorithm the way you normally would. Unsupervised learning can instead be used to discover the underlying structure of the data. Why? It purports to uncover previously unknown patterns in data, but most of the time these patterns are poor approximations of what supervised machine learning can achieve. Additionally, since you do not know what the outcomes should be, there is no way to determine how accurate they are, making supervised machine learning more applicable to real-world problems. The best time to use unsupervised machine learning is when you do not have data on desired outcome

### Supervised Machine Learning

Supervised Machine Learning It provides you with a powerful tool to classify and process data using machine language. With supervised learning you use labeled data, which is a data set that has been classified, to infer a learning algorithm. The data set is used as the basis for predicting the classification of other unlabeled data through the use of machine learning algorithms. ▪   Linear Regression, and ▪  Classification Techniques. Linear Regression It is a supervised learning technique typically used in predicting, forecasting, and finding relationships between quantitative data. It is one of the earliest learning techniques, which is still widely used.  For example, this technique can be applied to examine if there was a relationship between a company’s advertising budget and its sales. You could also use it to determine if there is a linear relationship between particular radiation therapy and tumor sizes. Classification Techniques The classification techniques that will be discu

### Prerequisite for Machine Learning

Prerequisite for Machine Learning To get started with Machine Learning you must be familiar with the following concepts: Statistics Linear Algebra Calculus Probability Programming Languages Statistics Statistics contain tools that can be used to get some outcome from the data. There are descriptive statistics which is used to transform raw data into some important information. Also, inferential statistics can be used to get important information from a sample of data instead of using a complete dataset. To learn more about Statistics you can go through the following blogs: All You Need To Know About Statistics And Probability A Complete Guide To Maths And Statistics For Data Science Linear Algebra Linear algebra deals with vectors, matrices, and linear transformations. It is very important in machine learning as it can be used to transform and perform operations on the dataset. Calculus Calculus is an important field in mathematics and it plays an integral role in many machine learning

### AI system, not following people's instructions

Najehal Facebook using AI system, not following people's instructions The social networking site Facebook has moved away from using artificial intelligence or artificial intelligence systems. Tesla CEO Elon Musk had earlier warned about artificial intelligence. After that, Facebook shut down the AI ​​service and said that the chatbots were behaving like themselves by not following the code given.  As a result, the system was forced to remove. According to reports, Facebook has shut down the service, saying there is much more to look for in terms of artificial intelligence. Because the computer is not useless.  However, he is using his own language instead of English. It is not possible for people to understand the language that AI is using. And even if an expert gives a command, it often does not take AI. That means AI is behaving like itself. As a result, Facebook has been forced to shut down the AI ​​system. This issue first came to the fore last June. Researchers have found tha

### make a career in this profession, cut the name, because 'robot' will take your place.

If you want to make a career in this profession, cut the name because 'robot' will take your place. TV operators can face big competition this time. Because the robots are ready to read the news. Robots with artificial intelligence mimic human facial expressions, mimicking their words to create news. Not only that, but robots can also imitate their manners. As a result, Chinese news readers are facing stiff competition. According to China's state-run Xinhua news agency, the robot was shown at a world internet conference in the Chinese city of Wujin. This is considered to be a great success of the research done on artificial intelligence. In a video, the robot is hard to say, today is the first day in his news agency. He also promised to work hard to keep people informed. The robot said it would provide news to viewers in the same way that news would be delivered to its system. It is unknown at this time what he will do after leaving the post. However, the crowd present at t

### Report says - Artificial intelligence is expected to reduce workloads by about 69 percent in the future.

Artificial intelligence is expected to reduce workloads by about 69 percent in the future, the report says. Information technology has revolutionized the quality of life and performance of people long ago. This time, due to artificial intelligence, the work pressure of the directors of any organization is going to be reduced by about 69 percent by 2024. That's according to a report from research and consulting firm Gartner. Helen Poitevin, Gartner's co-president, said: "The workload of a manager at an organization will more than double in the next four years. The message at Monday's Student-Youth workshop is that Mamata's Artificial Intelligence, or AI, and emerging technologies hope to change the role of an organization's staff in an incredible way in the future. As a result, in the future, no manager will be able to increase their responsibilities and the amount of influence on them without managing the employees. Helen Poetwin added: "Currently, many ma

### It is possible to detect the presence of corona-virus in the human body through artificial intelligence

Learn how it is possible to detect the presence of coronavirus in the human body through artificial intelligence Now it is possible to know in the blink of an eye by checking the body temperature whether there is the presence of the killer virus in your body or not. Although it is a bit surprising to hear, scientists say that it is possible to do so through the application of artificial intelligence. New discoveries in research from the University of Michigan and the University of Cambridge Researchers at the University of Michigan and Cambridge University are reported to have discovered this new method. Schools and hospitals in China have recently begun using this state-of-the-art Artificial Intelligence (AI) system. Researchers say that with the new AI system, it is possible to verify about 3 trillion physical components per second in the NPU circuit. It is also possible to track about 100 people in a space of one thousand square feet through this process. The death march continues

### Artificial intelligence will soon surpass human intelligence!

Artificial intelligence will soon surpass human intelligence! New fears in Elon Musk's claim Artificial intelligence has already started to be widely used in the developed countries of the world. Even in a small range, it has made its mark in our country as well. We now see the imprint of artificial intelligence in multiple digital technologies. Elon Musk, CEO of Tesla and Space-X, is currently voicing more concerns in this regard. Artificial intelligence will soon surpass human intelligence! New fears in Elon Musk's claim Elon Musk claims that the next five years will see further improvements in the application of artificial intelligence worldwide. Artificial intelligence will be even 'smarter' than the human brain. Simply put, by 2025, artificial intelligence will surpass human intelligence. The Tesla chief said this in an exclusive interview with the media recently. However, in this context, he also heard multiple fears. Speaking on the occasion, Elon said, “We are m

### Artificial intelligence in the army

Artificial intelligence will be used for modernization in the army Army officials said that it is possible that in the next three to four years, every soldier will have some such device in which artificial intelligence is used. In the next three years, the use of artificial intelligence will be seen in the work of the army, which is rapidly modernizing. Lieutenant General Alok Keller of the Southwest Command has said that the army will start constructive, defensive, and destructive use of artificial intelligence. In fact, in rapidly changing times, military and war can also adopt another form except for traditional methods. It is possible that in the coming time, like bees, drones smash together on the enemy, they know who is a friend on the ground and who is the enemy, their controlled and precise target will change the picture of war. Because of such challenges, the army has now started preparing to increase its strength through artificial intelligence. Army officials said that it is

### highest speed internet ever

Scientists have created the highest speed internet ever How long does it take you to download a high resolution movie from the Internet? It may be funny to hear that a thousand movies can be downloaded in just one second. But it is real. In the future, the average Internet user will be able to interview this very high speed Internet. Scientists in Australia have developed the world's fastest Internet. The measurement of the speed of the internet that they have achieved is not megabits per second but terabits per second. The speed of the internet is so fast that more than 42,000 gigabytes of data can be downloaded in just 1 minute. The internet has set a world record as the fastest internet in the world with a speed of 44.2 terabits per second. To understand the speed of the internet invented by Australian scientists, you can compare it with the data speed available on your phone or computer. 1 megabyte contains 1 million units of digital information and the maximum speed of the be

### AI technology will help doctors

AI technology will help doctors, the severity of infected patients will be known soon All kinds of research are going on around the world for the treatment of Coronavirus. The results of some are encouraging, but in most cases, time is needed to check the comprehensiveness of the results of the research, which is very lacking. In a recent research, scientists have developed a tool of Artificial Intelligence which will give information about newly infected patients about the possibility of developing severe respiratory disease. What was found in the research A study published in the Journal of Computers Materials and Continua, according to the Times of India news, has found that till now the signs/symptoms used to ascertain how likely the patient's condition is to be serious are incorrect. In research, it has been found that what are the signs from which it can be found that the condition of the patient is going to be serious. Doctors can get big help New York University clinical a

### artificial intelligence to explore the new world in the universe

Now use Google's artificial intelligence to explore the new world in the universe Google's artificial intelligence system used to analyze data from NASA's planetary search mission has now been made public, which will help amateur scientists explore the new world in the universe. Google's artificial intelligence system used to analyze data from NASA's planetary search mission has now been made public, which will help amateur scientists explore the new world in the universe. The system has recently discovered two planets out of the solar system through analysis of data received from NASA's Kepler space telescope and training neural networks to accurately identify the most reliable planet signals. NASA's great success, discovered with the help of Google AI, 8-planet solar system This solar system with eight planets is the first discovery of our solar system. America's space agency NASA has used Google's Artificial Intelligence (AI) to find a new solar