1132_Application of artificial intelligence in cross-domain management_341218
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Course Intro
Course Resources
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01-chp0-introduction
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02-chp5.【Pandas Basics】 Beginner Exercises
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03-chp6. Data 【Querying】 (Keyword Search, Conditional Query, Multi-Condition Query, Sorting, Specific Value Query)
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04-chp7. Data 【Addition, Modification, Deletion】 (Index Applications)
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05-校慶放假
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06-chp8. Basic Data 【Calculations】 (Using Axis in Data Processing): Column Calculations, Row Calculations
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07-chp9. Handling 【Missing Values】 (Deleting, Modifying, Filling Missing Values)
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08-chp10. Advanced Data 【Calculations】 (Using Custom Mapping Functions: map, applymap, apply for Transformations)
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10-chp11. 【Table Visualization】 (Highlighting Key Points): Styling with highlight_max and Gradient Annotation
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11-chp12. 【Data Merging】 (Horizontal Merge, Vertical Merge, Relational Merge)
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12-chp14. 【Data Analysis 1】: Frequency Analysis (One-Dimensional Column, value_counts)
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13-chp15. 【Data Analysis 2】: Group Comparison Analysis (Grouping One Column, Analyzing a Second Column, groupby)
Teacher / 陳擎文
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