With the continuous development of science and technology, people's lives have become more and more intelligent. We can now access information anytime and anywhere through devices such as smartphones and computers, and we can also improve our quality of life through devices such as smart homes and smart vehicles. And behind these devices, there is a technology that is crucial, and that is artificial intelligence.
Artificial intelligence is a technology that simulates human intelligence, which allows machines to think, learn and make judgments like humans. Through AI, we can achieve many things that seemed impossible before, such as automated production, intelligent transportation, intelligent medical care and so on. And to learn and apply AI, we need to master some basic concepts and skills, the most important of which is vertical and horizontal.
What is vertical and horizontal?
Longitudinal and Split is a way of thinking, which originated from the ancient Chinese art of war and strategy. The core idea of "Split" is "responding to changes", i.e., responding flexibly to the ever-changing environment to gain the greatest advantage. In the field of artificial intelligence (AI), the significance of the "split" is even more important, because the application scenarios of AI are very complex, and need to be constantly adapted and changed.
Specifically, vertical and horizontal thinking includes the following aspects:
1. Vertical: thinking vertically, i.e., analyzing the problem from the whole to the local, from the macro to the micro. In the field of artificial intelligence, this means that we need to understand the structure and principles of the whole system in order to better understand and apply the various modules in it.
2. Horizontal: thinking horizontally, i.e. thinking across disciplines and fields. In the field of artificial intelligence, this means that we need to understand the knowledge and skills of different fields in order to better solve complex problems.
3. Split: Split thinking, i.e., making optimal decisions among multiple choices. In the field of artificial intelligence, this means that we need to understand the advantages and disadvantages of different algorithms and models in order to choose the most suitable method.
4. Split: Splitting the family to rule the country, i.e., unite and collaborate to **** together to accomplish the task. In the field of artificial intelligence, this means that we need to work with experts and teams from other fields in order to complete complex projects.
How do you apply vertical and horizontal?
Applying vertical and horizontal integration requires some basic methods and skills, and the following are a few commonly used methods:
1. System Thinking: System thinking is a way of thinking from the whole to the local, and from the macro to the micro, which can help us to understand the structure and principles of the whole system, and find the bottlenecks and optimization points in the system. In the field of artificial intelligence, systems thinking can help us understand the structure and principles of the whole artificial intelligence system, so as to better understand and apply the various modules in it.
2. Interdisciplinary Thinking: Interdisciplinary thinking is a way of thinking across different disciplines and fields, which can help us to understand the knowledge and skills of different fields, so as to better solve complex problems. In the field of artificial intelligence, interdisciplinary thinking can help us understand the knowledge and skills of different fields, such as mathematics, statistics, computer science, etc., so as to better apply artificial intelligence technology.
3. Multi-perspective thinking: Multi-perspective thinking is a way of thinking that analyzes a problem from different perspectives, which can help us find different aspects and solutions to the problem. In the field of artificial intelligence, multi-perspective thinking can help us understand the advantages and disadvantages of different algorithms and models so that we can choose the most suitable method.
4. Teamwork: Teamwork is a manifestation of collective wisdom, which can help us **** together to accomplish tasks and solve complex problems. In the field of artificial intelligence, teamwork can help us work with experts and teams in other fields to **** together to complete complex projects.