Algorithm engineer should learn the following knowledge: learn and master some mathematical knowledge, advanced mathematics is the foundation of the foundation, and all science and engineering need this foundation. Dealing with data mining, artificial intelligence and pattern recognition, especially requires the foundation of multivariate calculus operation.
Computer foundation: including operating system, composition principle and data structure. Algorithm ability: including comparing the advantages and disadvantages of mainstream models in the scene, choosing the appropriate scheme in the set scene, etc.
What should algorithm engineer learn?
1, algorithm engineer has higher requirements for mathematics and logical thinking. Need to study advanced mathematics, linear algebra, discrete mathematics, data structure and computer courses.
2. Mathematics: including probability theory and mathematical statistics, matrix theory and stochastic process. Computer foundation: including operating system, composition principle and data structure. Algorithm ability: including comparing the advantages and disadvantages of mainstream models in the scene, choosing the appropriate scheme in the set scene, etc.
3. Algorithm strategy This is the hard power of every algorithm engineer. With clear problems and available data, we need to choose appropriate algorithm strategies to solve the problems. As far as sales forecast is concerned, because most features are tables, tree model and its variants become the first choice.
4. If I want to talk briefly about algorithm engineer's work, it is to realize artificial intelligence and data mining by machine learning.
If you want to be a algorithm engineer, what major should a university study?
1, algorithm engineer generally studies computer, electronics, communication, mathematics and other related majors. Algorithm is a series of clear instructions to solve problems, that is, for a certain standard input, the required output can be obtained in a limited time.
2. If you want to be a algorithm engineer, the following majors are all related to algorithm engineer, such as information and computing science, data science and big data, computer-related, mathematics and applied mathematics and artificial intelligence. Many of these majors are algorithms.
3. Generally, algorithm engineer studies data mining and machine learning, which requires higher majors and has limited abilities.
4. Graduates majoring in operational research can be regarded as algorithm engineer with optimized operational research. Operations Research is an important basic course of modern management.
What does algorithm engineer need to learn? What does algorithm engineer need to learn?
Algorithm engineer should learn the following knowledge: learn and master some mathematical knowledge, advanced mathematics is the foundation of the foundation, and all science and engineering need this foundation. Dealing with data mining, artificial intelligence and pattern recognition, especially requires the foundation of multivariate calculus operation.
Algorithm engineer needs a high level of mathematics and logical thinking. Need to study advanced mathematics, linear algebra, discrete mathematics, data structure and computer courses.
Algorithm engineer's main core technology is mainly mathematics, supplemented by language. The knowledge to be mastered comprehensively includes advanced mathematics, discrete mathematics of complex variable function, linear algebra, data structure, probability theory, mathematical statistics and so on.
This idea is wrong. In most positions of most enterprises, algorithm engineer needs to be responsible for the whole process from algorithm design to algorithm implementation to algorithm online. Therefore, as a algorithm engineer, you must be able to program first, and your programming language must be mastered.
Algorithm strategy This is the hard power of every algorithm engineer. With clear problems and available data, we need to choose appropriate algorithm strategies to solve the problems. As far as sales forecast is concerned, because most features are tables, tree model and its variants become the first choice.
There are as many algorithm engineer as there are algorithms. But all algorithm engineer needs to know is: 1 programming language: matlab or pthon or c/c++. This is the foundation. More basic than algorithm theory.
What does algorithm engineer want to learn?
Algorithm engineer should learn the following knowledge: learn and master some mathematical knowledge, advanced mathematics is the foundation of the foundation, and all science and engineering need this foundation. Dealing with data mining, artificial intelligence and pattern recognition, especially requires the foundation of multivariate calculus operation.
Therefore, as a algorithm engineer, you must be able to program first, and your programming language must be mastered. While mastering the programming language, we should also seriously study the theory of machine learning and the knowledge of probability theory and mathematical statistics. After you gradually advanced to architecture design, you took a solid step towards algorithm engineer.
Mathematics: including probability theory and mathematical statistics, matrix theory and stochastic process. Computer foundation: including operating system, composition principle and data structure. Algorithm ability: including comparing the advantages and disadvantages of mainstream models in the scene, choosing the appropriate scheme in the set scene, etc.
Therefore, mastering data ability is also the only way for algorithm engineer. Algorithm strategy This is the hard power of every algorithm engineer. With clear problems and available data, we need to choose appropriate algorithm strategies to solve the problems.
Algorithm engineer's main core technology is mainly mathematics, supplemented by language. The knowledge to be mastered comprehensively includes advanced mathematics, discrete mathematics of complex variable function, linear algebra, data structure, probability theory, mathematical statistics and so on.
What skills do you need to learn to become a algorithm engineer?
Algorithm engineer's main core technology is mainly mathematics, supplemented by language. The knowledge to be mastered comprehensively includes advanced mathematics, discrete mathematics of complex variable function, linear algebra, data structure, probability theory, mathematical statistics and so on. Don't be too rigid in reading textbooks, practice more and cultivate good thinking ability.
Algorithm engineer should learn the following knowledge: learn and master some mathematical knowledge, advanced mathematics is the foundation of the foundation, and all science and engineering need this foundation. Dealing with data mining, artificial intelligence and pattern recognition, especially requires the foundation of multivariate calculus operation.
Basically, you have to learn computer programming languages, mathematics, English and so on. An algorithm is a set of instructions generated by solving a specific problem, and the desired result can be obtained within a certain period of time. Algorithm engineer is a high-end major, and its direction is generally graphics, images, audio and so on.
Algorithm engineer needs a high level of mathematics and logical thinking. Need to study advanced mathematics, linear algebra, discrete mathematics, data structure and computer courses.
For example, to do traffic algorithm, you need to know something about traffic organization, traffic management, traffic loss and cycle delay. For example, to do image processing, we need to know something about various image denoising, image enhancement, image segmentation and physical imaging, and know what is going on at the bottom of the pixel. Label: What does algorithm engineer want to learn?