Abstract
As the national economy has entered a stage of rapid development, the national economy and social development have also ushered in the “14th Five-Year Plan,” and the country has also issued support policies to encourage and guide college students to start their own businesses. Therefore, the establishment of an innovation and entrepreneurship platform has a significant impact on China’s economy. This gives college students great support and help in starting a business. The theory of deep learning algorithms originated from the development of artificial neural networks and is another important field of machine learning. As the computing power of computers has been greatly improved, especially the computing power of GPU can quickly train deep neural networks, deep learning algorithms have become an important research direction. The deep learning algorithm is a nonlinear network structure and a standard modeling method in the field of machine learning. After modeling various templates, they can be identified and implemented. This article uses a combination of theoretical research and empirical research, based on the views and research content of some scholars in recent years, and introduces the basic framework and research content of this article. Then, deep learning algorithms are used to analyze the experimental data. Data analysis is performed, and relevant concepts of deep learning algorithms are combined. This article focuses on exploring the construction of an IAE (innovation and entrepreneurship) education platform and making full use of the role of deep learning algorithms to realize the construction of innovation and entrepreneurship platforms. Traditional methods need to extract features through manual design, then perform feature classification, and finally realize the function of recognition. The deep learning algorithm has strong data image processing capabilities and can quickly process large-scale data. Research data show that 49.5% of college students and 35.2% of undergraduates expressed their interest in entrepreneurship. Entrepreneurship is a good choice to relieve employment pressure.
Highlights
IAE education, as a new international education concept and model trend, has attracted the attention of countries all over the world and has gradually become an important content of modern education, especially higher education
Entrepreneurs need to have a consistent and strong spirit of innovation in the business process to produce creative ideas or designs. e value of innovation lies in transforming potential knowledge, technology, and market opportunities into real productivity, realizing the development of social wealth, and benefiting mankind. erefore, it is of great significance to actively promote the development of IAE education in our country’s colleges and universities, and it is the general trend. is article aims to use deep learning algorithm technology to help the construction of innovation and entrepreneurship platforms and provide a feasible solution
Phillips believed that entrepreneurship education and entrepreneurship education do not last long, and the teaching platform of business education is not perfect
Summary
IAE education, as a new international education concept and model trend, has attracted the attention of countries all over the world and has gradually become an important content of modern education, especially higher education. Is article aims to use deep learning algorithm technology to help the construction of innovation and entrepreneurship platforms and provide a feasible solution. Many researchers have conducted research on this and have achieved good results in exploring the structure and realization of the IAE education platform. There are many research studies on the construction and realization of the IAE education platform. Is article explains the relevant theories and characteristics of the education platform under the deep learning algorithm through the analysis of the IAE education platform. E deep learning algorithm is derived from the research of artificial neural networks. Is article uses the deep learning algorithm model and scoring platform to rationally evaluate the construction and implementation of the IAE education platform in colleges and universities Is article explains the relevant theories and characteristics of the education platform under the deep learning algorithm through the analysis of the IAE education platform. e deep learning algorithm is derived from the research of artificial neural networks. e artificial neural network evaluation model is based on self-learning, selfadaptive ability, and powerful neural network fault tolerance, to create a comprehensive evaluation model that is closer to the combination of qualitative and quantitative standards of human thinking. is article uses the deep learning algorithm model and scoring platform to rationally evaluate the construction and implementation of the IAE education platform in colleges and universities
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