Model: sm-riti16/course-skill-bi-encoder
Author: sm-riti16
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:14131, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:14131, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Honors Thesis I. Business students with outstanding academic records may undertake an Honors Thesis. The topic is of the student's choice but must have some original aspect in the question being explored, the data set, or in the methods that are used. It must also be of sufficient academic rigor to meet the approval of a faculty advisor with expertise in the project's area. Students enroll each semester in a 9-unit independent study course with their faculty advisor for the project (70-500 in the fall and 70-501 in the spring). Students and their faculty advisor develop a course description for the project and submit it for approval as two 9-unit courses to the BA department. Enrollment by permission of the BA Program. Industry: business & management. Level: advanced.
sentences: project management, statistics, natural language processing, source_sentence: Psychology of Sleep. TBA Industry: psychology. Level: intermediate.
sentences: scientific computing, decision making, user research, source_sentence: Transition Design. Designing for Systems-Level Change. This course will provide an overview of the emerging field of Transition Design, which proposes societal transitions toward more sustainable futures. The idea of intentional (designed) societal transitions has become a global meme and involves an understanding of the complex dynamics of socio-technical-ecological systems which form the context for many of todays wicked problems (climate change, loss of biodiversity, pollution, growing gap between rich/poor, etc.).Through a mix of lecture, readings, classroom activities and projects, students will be introduced to the emerging Transition Design process which focuses on framing problems in large, spatio-temporal contexts, resolving conflict among stakeholder groups and facilitating the co-creation, and transition towards, desirable, long-term futures. This course will prepare students for work in transdisciplinary teams to address large, societal problems that require a deep understanding of the anatomy and dynamics of complex systems. Industry: design & hci. Level: advanced.
sentences: hardware prototyping, stakeholder management, mathematical modeling, source_sentence: Advanced Biochemistry. This is a special topics course in which selected topics in biochemistry will be analyzed in depth with emphasis on class discussion of papers from the recent research literature. Topics change yearly. Recent topics have included single molecule analysis of catalysis and conformational changes; intrinsically disordered proteins; cooperative interactions of aspartate transcarbamoylase; and the mechanism of ribosomal protein synthesis. Industry: biological sciences. Level: advanced.
sentences: control systems, vector calculus, user research, source_sentence: Metrics for Technology Products & Services. The Metrics for Technology Products & Services course provides an in-depth understanding and practice of applying metrics to plan and track the development of technology products and services and improve them over time by managing their market performance and value delivery. The course utilizes a business lens to understand and leverage metrics to generate questions and provide answers to meet business and customer goals, including delivered value and performance outcomes. Students will be exposed to a set of metrics architectures and their specific applications at different levels of work aggregation, namely team, program, and portfolio. Value stream mapping and analysis will be taught to identify opportunities for delivering value via adoption, cost reductions, and organizational capabilities. Through team-oriented case study assignments, students can select and design metrics systems to address business needs and value generation for product and service development and operations. Industry: business & management. Level: advanced.
sentences: industrial engineering, presentation skills, product design
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-12-02 18:41:32