From the perspective of knowledge structure, the major of big data technology is based on computer, mathematics and statistics. The goal of major setting is to train students to master computer theory and big data processing technology, and systematically train students to master solutions to various typical problems in big data applications from three main levels (namely, data management, system development, massive data analysis and mining).
So big data major is difficult to learn? You can look at the course introduction of a 2 1 1 university-
Mathematics: advanced mathematics, probability theory and mathematical statistics, operational research or mathematical modeling or matrix theory.
Basic courses: computer introduction and programming, circuit and electronic foundation, discrete mathematics, digital logic and mathematical system.
Professional basic courses: data structure, computer system foundation, compilation principle and technology, computer composition principle, computer system structure, computer network, database system principle, software engineering, data warehouse and data mining, machine learning, big data foundation, introduction to data science.
Professional courses:
Data acquisition and management module: multimodal information processing, information and knowledge acquisition, stream data analysis technology, Linux development environment and application.
Data analysis and calculation module: Python programming language and R language, algorithm design and analysis, parallel computing and GPU course, distributed computing and cloud computing.
Data service and application module: introduction to service science and service engineering, data-driven management and decision-making, data visualization, Web development technology.
Just looking at these technical terms, you may feel very empty. In fact, among them, learners who combine computer, mathematics, statistics and other related professional backgrounds and have a certain foundation in corresponding disciplines, such as mathematics, science, systematic geoscience, etc., can learn well.
Is the big data major difficult to learn? What are the main courses? The above is a detailed introduction for everyone. Big data major is really hot, and the difficulty varies from person to person, but in general, it is worthwhile to spend four years learning such a high-paying technology.