The Big Data Comprehensive Laboratory, a demonstration benchmark training facility built by Baidu for universities in South China, integrates computing resources, curriculum resources, experimental and practical training project resources, dataset resources, virtualization and container technologies. The lab leverages powerful computational capabilities, built upon Baidu's training platform with high-quality course resources at its core. Combined with teaching and training tools, it meets faculty and students' requirements for AI and Big Data instruction and practical training. It establishes an integrated curriculum-lab-platform-service framework to deliver personalized teaching. Faculty can rapidly deploy a teaching, training, and examination environment unrestricted by time or location, fulfilling undergraduate teaching needs in Big Data and AI while ensuring smooth experimental instruction.
The laboratory is equipped with a one-stop teaching and training platform featuring extensive educational resources, including Python fundamentals, deep learning, computer vision and applications, convolutional neural networks, and recurrent neural networks. It comes preloaded with massive open datasets from real-world business scenarios, encompassing multi-scenario transportation datasets, large-scale natural language processing and knowledge graph datasets, as well as video and OCR business datasets. With the rapid advancement of Big Data science, education must shift from basic knowledge acquisition to the fostering of creativity and intelligent thinking. By supporting participation in major competitions, our laboratory enables students to learn through dynamic interaction and real-world challenges. This approach fosters a spirit of innovation, practical application, and continuous improvement, ultimately contributing to the acceleration of educational modernization.
One-Stop Teaching + Training Platform
Rich course resources, datasets, training cases, certifications, and competition resources
Powerful computing resources and algorithm component support
Diverse terminal-assisted practical teaching tools
Industry-education integration with authentic project cases
National-Level Competitions
China Collegiate Computing Contest · AI Creativity Challenge
National Undergraduate Smart Car Competition
College Student Software Design Competition (China Software Cup)
China Collegiate Computer Competition
Other Competitions
Regular Challenge: Knowledge-Driven Dialogue Generation
International Data Mining Competition (KDD Cup)
China Collegiate Computing Contest - Artificial Intelligence Innovation Contest
Regular Challenge: Machine Reading Comprehension
Qian-Yan Dataset Evaluation Challenge
Baidu & Xi'an Jiaotong University Big Data Competition