1
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Advanced Topics in introducing R
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework to using basic mathematical R functions
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2
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Advanced Topics in Control Flow and Loops of R
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework to writing self-defined R functions
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3
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Advanced Topics in R functions
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework to using basic statistical R functions
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4
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Advanced Topics in R packages
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework to using advanced statistical R functions
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5
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Advanced Topics in Data Manipulation of R
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework to load/save data files for basic analysis in R
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6
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Advanced Topics in Data Visualization of R
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework with more plot functions for basic data analysis in R
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7
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Advanced Topics in basic Statistical Analysis of R
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework of advanced statistical analysis in R
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8
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Advanced Topics in advanced Statistical Analysis of R
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Help students to practice functions and packages in R
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PowerPoint with case studies and assign homework of more advanced statistical analysis in R
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9
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Midterm Exam （期中考）
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Midterm Exam
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Midterm Exam
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10
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Advanced Topics in introducing Python
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Help students to practice functions and modules in Python
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PowerPoint with case studies and assign homework to using basic mathematical Python functions
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11
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Advanced Topics in Control Flow and Loops of Python
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Help students to practice functions and modules in Python
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PowerPoint with case studies and assign homework to writing self-defined Python functions
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12
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Advanced Topics in Python Functions
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Help students to practice functions and modules in Python
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PowerPoint with case studies and assign homework to using basic machine learning Python functions
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13
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Advanced Topics in Python modules
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Help students to practice functions and modules in Python
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PowerPoint with case studies and assign homework to using advanced machine learning Python functions
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14
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Advanced Topics in Files and Exceptions of Python
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Help students to practice functions and modules in Python
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PowerPoint with case studies and assign homework to load/save data files for basic analysis in Python
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15
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Advanced Topics in Object-Oriented Programming of Python
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Help students to practice functions and modules in Python
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PowerPoint with case studies and assign homework of advanced statistical analysis in Python
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16
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Final Exam（期末考）
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Final Exam
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Final Exam
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17
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Review of R（Python回顧）
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A comprehensive review of R by students
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Review
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18
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Review of Python-III（Python回顧）
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A comprehensive review of Python by students
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Review
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