Programming Paradigms Advanced Python
Training Provider: DIGIPEN INSTITUTE OF TECHNOLOGY SINGAPORE PTE. LTD.
Course Reference: TGS-2023036659
S$1,750
Original: S$3,500
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About This Course
Upon successful completion of the module, the trainee will be able to perform the following specific tasks:
• Demonstrate knowledge to design object‐oriented programs with Python classes.
• Demonstrate knowledge of inheritance in Python for reusability.
• To learn how to use exception handling in Python applications for error handling
• To learn how to build and package Python modules for reusability
• Demonstrate knowledge of Data science libraries Pandas, Numpy
• To learn Data visualization using Seaborn and Matplotlib
What You'll Learn
This module focuses on applications of the Python programming language to data analysis and computational statistics. The objective of this module is to equip the learners with skills necessary to study advanced data science concepts in other modules of the program, as well as with thorough understanding of a rich toolset the language and its ecosystem provide to practicing data analysts.
The module more advanced features, such as object-oriented programming and file I/O, are also discussed. A significant part of the module covers important libraries for working with mathematical functions, particularly linear algebra, scientific computing (NumPy, SciPy, Scikit-learn, Pandas) and data visualization (Matplotlib).
The module more advanced features, such as object-oriented programming and file I/O, are also discussed. A significant part of the module covers important libraries for working with mathematical functions, particularly linear algebra, scientific computing (NumPy, SciPy, Scikit-learn, Pandas) and data visualization (Matplotlib).
Entry Requirements
Diploma with 2 years of working experience.
Course Details
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