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courseTitle
Selected Topics in Data Science
courseCode
IS 624
Credits
3
Theoretical
3
Total Content
3
courseType
optional 1
Course id
51333302
Course Description
This course intends to introduce special topics of current trends in data science and. Topics covered in this course should be approved by the department council. These topics cover a range of foundational, intermediate, and advanced topics to provide students with a comprehensive understanding of the field of data science. Such possible topics include: feature engineering, time series analysis, natural language processing (NLP), big data technologies, incorporating tools like Spark, Hadoop, and transformer-based models such as BERT and GPT, explainable AI (XAI), causal inference, reinforcement learning, sustainability-focused data science, geospatial analysis.
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