Artificial intelligence and machine learning can usually be used for use, but artificial intelligence is more broad. Artificial intelligence consists of more technologies. Machine learning is a branch of artificial intelligence.
Artificial intelligence refers to the ability to realize human thinking and implementation tasks through computer programs in the real environment. Machine learning is to instruct the system to automatically "learn" the computer through statistics and analysis, and achieve technology and technology and data improvement through existing experience and data. Algorithms, eventually realize the desired features.
Software developers use technologies such as machine learning, deep learning, neural networks, computer vision, natural language processing to enable computers to analyze data and solve problems.
The differences between artificial intelligence and machine learning are described in detail below, and their widely used application in our lives.
What is machine learning?
Machine learning is a way to artificial intelligence. Machine learning uses algorithms to automatically learn data and screens useful data from the data, and apply this learning method to make better decisions. Through research and test machine learning, software developers tested how much we can improve the perception, learning and decision -making ability of computer systems through machine learning.
Deep learning is a advanced machine learning method. Deep learning models use large neural networks to learn complex models and make predictions independent of human beings.
What is artificial intelligence?
Artificial intelligence is the field of developing computers and robots that can imitate and surpass human capabilities. Programs that support artificial intelligence can analyze data and place them in the context to provide information or automatic trigger operation without artificial intervention.
Today, artificial intelligence has become the core of many technologies we use, including smart devices and voice assistants.
What are the use of artificial intelligence and machine learning in life?
Artificial intelligence and machine learning provides automated processing of data and decision -making. In the past, these processes were manually operated. Incorporate artificial intelligence and machine learning into the application system, staff can understand the changes of data and take action faster and more efficiently.
The application of artificial intelligence in medical care
The use of a large amount of data in the field of healthcare, and more and more relying on information and analysis to provide accurate and efficient medical services. Artificial intelligence can improve the treatment effect and save time. Through machine learning analysis of the data in the user's electronic health records, it provides the attending physician with the reference of clinical data support and decision -making information; through integrated artificial intelligence systems, the results of the hospital can be predicted to effectively shorten the diagnosis and treatment time of patients.
Artificial intelligence in the manufacturing industry
Efficiency is the key to the success of the manufacturing industry. Artificial intelligence can use data analysis and machine learning to the Internet of Things (IoT), analysis and machine learning. Manufacturing business process is automated to improve overall production efficiency.
Artificial intelligence and machine learning in the financial and security services industry
Data privacy and security are particularly important in the financial industry. Financial practitioners can ensure the security of customer data by using artificial intelligence and machine learning, while improving efficiency:
1. Use machine learning to detect and prevent network security attacks.
2. Integrate biometrics and computer vision, quickly verify user identity and process documents.
3. Combined with intelligent technologies such as chat robots and voice assistants to realize the automation of basic customer service functions.