yzu - big data science - course information
TRANSCRIPT
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Prof. 潘人豪 Pan, Ren-Hao 元智大學•大數據與數位匯流中心
Course Information
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OutlineWhat is Data ScienceDefinition of Big DataCase StudyData Science Technology
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Course Information
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• Analytic Tools• Data Mining
• Case Study• Final Project
• Processing Tools
• Data Storage
• Hadoop Ecosystem
• HDFS
Platform
Data Processi
ng
Data AnalyticProject
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Course PrerequisitePrerequisite:
Java Programming Skill / PythonData Structures and AlgorithmDatabase and SQL Basic Statistics and Probability Data Mining
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Grade SchemeHomework : 30%
System InstallationCase Study
Class Performance :30%ExamClass Participation
Project : 40%
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Target Domain
社群媒體 (Social Media Application)醫療健康 (Healthcare, Personalize Medicine)商業智慧 (Business Intelligent)行動創新 (Mobile Innovation)智慧城市 (Smart City)
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Case StudyRequirement
Specify subject domain, same as final projectSelect target enterprise or origanization Case Survey
Target Introduction Business Model
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Project• Requirement
– Group size : 3 students per project– Checkpoints• Idea & Proposal: Target, motivation and goal (due )• Outline of approach (due)• Implementation and Demo (due )• Final Project Report (due)
– Each group will have a short presentation (15-20 minutes)– Join project exhibition– Provide a final report, source code and demo video – The responsibility and work of each student shall be described
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