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- TEMU Campus
- Course List
- Introduction to Python for Data Science
Introduction to Python for Data Science
- CourseKampus MerdekaTechnical Skills + S.E.L.F. Skills
TEMU Campus Certificate
Tentang Program
- Deskripsi
This course will introduce Fundamental Python for Data science purpose. Students start to learn data science concept and basic python programming. The major topics in this course offers the practical knowledge and techniques you
need to perform many basic tasks in data analysis.
- Profil Audiens
This course is designed for professionals in a variety of current job roles who wish to implement data science using Python.
- Waktu Pelatihan
4 Hari (15 Jam)
- Pola Belajar
Offline / Online
- Prasyarat
Tidak ada
Silabus
• Data science concept and lifecycle
• Data analytic and data science usage
• Basic syntax, variable, string, list, dict
• Conditional expression, looping, function usage
• Activity: Defining and using function
• Pandas data frame
• Load (import) external data
• Overviewing data
• Activity : Loading external data and overviewing data frame
• Duplicating data frame and selecting column
• Selecting rows and columns using iloc and loc
• Conditional expression for data selection
• Activity : Writing conditional expression in data selection
• Returning count of unique value
• Deleting or adding columns
• Deleting rows
• Save dataframe into external data (file)
• Activity : Selecting and dropping rows based on conditional expression
• Pandas plotting : lineplot, barplot, pie chart
• Simple visualization using seaborn : lineplot, barplot, scatterplot
• Activity : Representing data distribution and categorical data