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Fusion Evaluation of College Cultivation by Adaptive Multivariate Neural Network Model.

Computational intelligence and neuroscience
The quality of graduates is the key factor in evaluating the cultivation effect of colleges and universities. Quantification of whether the graduates qualify for their working post in companies and industries provides conduction for further college c...

A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level.

Proceedings of the National Academy of Sciences of the United States of America
We demonstrate that a neural network pretrained on text and fine-tuned on code solves mathematics course problems, explains solutions, and generates questions at a human level. We automatically synthesize programs using few-shot learning and OpenAI's...

A Study of College Teachers' English Teaching Quality Based on Fuzzy Neural Network.

Computational intelligence and neuroscience
In many universities and colleges, the government is now paying more attention to the quality of teaching assessment, and research on English teaching quality evaluation is becoming increasingly significant. The goal of this paper is to investigate h...

Optimization of Ideological and Political Education Strategies in Colleges and Universities Based on Deep Learning.

Computational intelligence and neuroscience
In the current technological world, artificially intelligent deep learning techniques are adapted in many fields. This advanced technology is also used in the field of education. In this study, people will conduct research on the optimization of ideo...

Application of Dynamic Process Neural Network Model Identification in Ethnic Dance Online Teaching System.

Computational intelligence and neuroscience
With the development of the times, education presents a new trend, but the teaching characteristics of dance classroom teaching cannot adapt to the current development trend. In this article, the author analyzes modern information technology, hoping ...

Teachers' Teaching Ability Promotion Strategies Based on Lightweight Deep Learning Combined with Target Detection Algorithm.

Computational intelligence and neuroscience
With the popularization of standardized classrooms in colleges and universities, it is possible to collect video data of students' class status through the camera device in the classroom. With abundant video data sources, it is easy to obtain big dat...

Study on OBE Teaching Concept in the Context of Deep Learning for the Construction of University Mathematics Microcourses.

Computational intelligence and neuroscience
Outcome-Based Education (OBE) is a goal-based educational system in which each part of education is around outcomes. By the end of the course, every student should have achieved the goal. Outcome-Based Education (OBE) involves various teaching method...

Artificial Intelligence-Based Translation Technology in Translation Teaching.

Computational intelligence and neuroscience
With the advent of the era of artificial intelligence revolution, deep learning is undoubtedly injecting new vitality into machine translation technology. In the context of artificial intelligence, teachers must find new and effective teaching ideas ...

Exploration of the Cultivation Path of Medical Students' Politico-Ideological and Humanistic Quality Based on Deep Learning.

Computational and mathematical methods in medicine
Medical talent development has its own characteristics, which means that political-ideological education in medical colleges must establish a development model that reflects these characteristics. In a methodological sense, research on the developmen...

College English Reading Teaching Integrating Production Oriented Approach from the Perspective of Artificial Intelligence.

Computational intelligence and neuroscience
The objectives are to solve many problems in traditional English reading teaching, such as the passive acceptance of students' learning situation, the rigid teaching mode of teachers and the difficulty in taking into account the individual needs of e...