Abstract Entrepreneurship training is an important way to cultivate innovative and entrepreneurial talents. Traditional entrepreneurship training has limitations, such as geographical limitations and insufficient teaching staff. With the continuous development of internet technology, cloud-assisted entrepreneurship training mode has gradually become a new type of education method. This article explores how to develop online courses in this model to improve the efficiency and effectiveness of entrepreneurship training. This... Entrepreneurship training is an important way to cultivate innovative and entrepreneurial talents. Traditional entrepreneurship training has limitations, such as geographical limitations and insufficient teaching staff. With the continuous development of internet technology, cloud-assisted entrepreneurship training mode has gradually become a new type of education method. This article explores how to develop online courses in this model to improve the efficiency and effectiveness of entrepreneurship training. This article first introduces the concept and characteristics of cloud-assisted entrepreneurship training, then elaborates on the design principles and development process of online courses, and finally verifies the feasibility and advantages of this model through case analysis. Read More Read Less

Abstract This article implements systematic teaching and personalized auxiliary analysis based on the teacher and student modules. The teacher module mainly includes functions such as course management, homework management, exam management, and student management, which can facilitate the systematic teaching of students. The student module mainly includes functions such as course learning, homework submission, exam review, and problem consultation, which can effectively assist students in autonomous learning.... This article implements systematic teaching and personalized auxiliary analysis based on the teacher and student modules. The teacher module mainly includes functions such as course management, homework management, exam management, and student management, which can facilitate the systematic teaching of students. The student module mainly includes functions such as course learning, homework submission, exam review, and problem consultation, which can effectively assist students in autonomous learning. At the same time, the system also combines big data and artificial intelligence technology to analyze students’ personalized learning behavior, providing targeted learning suggestions and assistance for each student. The system identifies students’ learning characteristics and problems by analysing data such as their academic performance, learning time, and learning path and provides corresponding solutions. Read More Read Less

Abstract In response to many issues identified in earlier research, the article proposes development directions and suggestions for building a quality system for system energy enterprises. Firstly, a scientific and reasonable quality evaluation system should be established, including evaluation standards, methods, and processes. This article focuses on the construction and development of the quality system of energy enterprises, aiming to analyse the current situation, problems, advantages,... In response to many issues identified in earlier research, the article proposes development directions and suggestions for building a quality system for system energy enterprises. Firstly, a scientific and reasonable quality evaluation system should be established, including evaluation standards, methods, and processes. This article focuses on the construction and development of the quality system of energy enterprises, aiming to analyse the current situation, problems, advantages, and disadvantages of system energy enterprises in constructing the quality system and propose corresponding countermeasures and suggestions. Firstly, the article reviews the basic situation of system energy enterprises, including an industry overview, main products and services, market size, and growth trends. Next, the article analyses the current situation of building a quality system for energy enterprises, including existing quality systems, evaluation methods, and application situations. Through analysis, it was found that there are some problems in the construction of quality systems in energy enterprises, such as incomplete quality evaluation systems, single evaluation methods, and inaccurate evaluation results. Read More Read Less

Abstract This article aims to introduce a new type of cloud music education platform which can meet the current high demand for music education while providing convenient, economical, and personalized services. The platform uses the Scrapy crawler framework, Web frontend, and Laravel framework and achieves efficient services through data interaction and embedded development. Using a hybrid recommendation algorithm, we can more accurately estimate the association between... This article aims to introduce a new type of cloud music education platform which can meet the current high demand for music education while providing convenient, economical, and personalized services. The platform uses the Scrapy crawler framework, Web frontend, and Laravel framework and achieves efficient services through data interaction and embedded development. Using a hybrid recommendation algorithm, we can more accurately estimate the association between users and specified objects and decide whether to use this method by comparing their similarities. Through this work, we have achieved significant results in building a complete cloud music course experience, including a prediction accuracy of 8.41%, a recommendation effect of 10.21%, and a preference classification prediction accuracy of 2.55%. Read More Read Less