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Python Programming
Python Programming Basic course covers the basic concepts on how to represent and store data using Python data types and variables and use conditionals and loops to control the flow of programs. Participants will be exposed to essential data structures like lists, dictionaries, and tuples to store collections of related data. Our theoretical and extensive hands-on exercises will help the participants to get familiarise with basic programming techniques of Python.
| Course Name | Duration | Entry Requirement | Fee (SGD) |
|---|---|---|---|
| Python Programming Basic | 16 hrs | Basic Computer knowledge | S$640 |
| Python Programming Advanced | 16 hrs | Basic Python Programming Knowledge | S$690 |
| Python Programming Full Package | 32 hrs | Basic Computer Knowledge | S$1299 |
For alternate time slots, please call 63360244/96503505
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Objective:
Python Programming Basic course covers the basic concepts on how to represent and store data using Python data types and variables and use conditionals and loops to control the flow of programs. Participants will be exposed to essential data structures like lists, dictionaries, and tuples to store collections of related data. Our theoretical and extensive hands-on exercises will help the participants to get familiarise with basic programming techniques of Python.
Course Content
Module 1: Introduction to Python
- Language fundamentals
- Python Programming features and applications
- Naming Conventions & Data types
- Reserved Words in Python
- Basic arithmetic, logical operators in python
- Input & Output operations in Python
- Writing a Simple python programming
Module 2: Control Statements
- Selection / Conditional Statement: If, elif, else etc
- Iterative /Looping Statement: For loop and While loop
- Difference between while loop and for loop
Module 3: Arrays
- Array declaration
- Single dimension arrays
- Multidimensional arrays
- Character arrays
Module 4: Introduction to Strings List, Tuples, Sets and Dictionary
- String : Basic operations and important functions
- Mutability and Immutability
- List : Basic operations and important functions
- Tuples : Basic operations and important functions
- Sets: Basic operations and important functions
- Dictionary: Basic operations and important functions
Module 5: Introduction to Numpy
- Arrays in Numpy
- Basic Array Operations
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Objective:
Advanced Python course is intended for those who have basic knowledge in Python programming and want to gain advanced skills and programming techniques using Python. This course will enable the participants to learn additional techniques and features relevant to Python for rapid development of test scripts and applications. Introduction to two of the most important libraries in Python: Numpy and Pandas are also covered in this course. Course curriculum is designed as a combination of both theory and comprehensive hands on practices.
Course Content
Module 1: Functions and Packages
- Introduction to function
- Variable scope: Global Vs. Local Scope
- Passing parameters and Returning results
- Introduction to Packages
- Writing and importing packages in python
Module 2 : File Handling in Python
- File Modes
- File Operations
- Writing into the file
- Reading from the file
Module 3: Exception Handling in Python
- Exceptions Handling
- Raising an exception
- User Defined Exceptions
Module 4: Classes and Objects
- Concepts of Object Oriented Programming
- Creating the Objects & Classes
- Constructors in Classes
- Inheritance
- Polymorphism
Module 5: Introduction to Numpy
- Data Types in Numpy
- Math operations on Datatype.
Module 6: Introduction to Pandas
- Creating a Dataframe
- Dealing with Rows and Columns
- Indexing and Selecting Data
- Working With Missing Data
- Iterating Over Rows and Columns
Apply
Objective:
This Python training course guides the students from the basics of writing and running Python scripts to advanced features such as inheritance, polymorphism and using the extensive functionality of Python modules. More emphasis is laid on the unique features of Python such as Strings, Lists, Tuples, Sets and Dictionaries. Participants will be challenged with our theoretical and extensive hands-on exercises to put their knowledge to the best.
Course Content
Module 1: Introduction to Python
- Language fundamentals
- Python Programming features and applications
- Naming Conventions & Data types
- Reserved Words in Python
- Basic arithmetic, logical operators in python
- Input & Output operations in Python
- Writing a Simple python programming
Module 2: Control Statements
- Selection / Conditional Statement: If, elif, else etc
- Iterative /Looping Statement: For loop and While loop
- Difference between while loop and for loop
Module 3: Arrays
- Array declaration
- Single dimension arrays
- Multidimensional arrays
- Character arrays
Module 4: Introduction to Strings, List, Tuples, Sets and Dictionary
- String : Basic operations and important functions
- Mutability and Immutability
- List : Basic operations and important functions
- Tuples : Basic operations and important functions
- Sets: Basic operations and important functions
- Dictionary: Basic operations and important functions
Module 5: Functions and Packages
- Introduction to function
- Variable scope: Global Vs. Local Scope
- Passing parameters and Returning results
- Introduction to Packages
- Writing and importing packages in python
Module 6: File Handling in Python
- File Modes
- File Operations
- Writing into the file
- Reading from the file
Module 7: Exception Handling in Python
- Exceptions Handling
- Raising an exception
- User Defined Exceptions
Module 8: Classes and Objects
- Concepts of Object Oriented Programming
- Creating the Objects & Classes
- Constructors in Classes
- Inheritance
- Polymorphism
Module 9 : Introduction to Numpy
- Arrays in Numpy
- Basic Array Operations
- Data Types in Numpy
- Math operations on Datatype
Module 10: Introduction to Pandas
- Creating a Dataframe
- Dealing with Rows and Columns
- Indexing and Selecting Data
- Working With Missing Data
- Iterating Over Rows and Columns
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| Course Name | Duration | Entry Requirement | Fee (SGD) |
|---|---|---|---|
| Python Programming Basic | 16 hrs | Basic Computer knowledge | S$640 |
| Python Programming Advanced | 16 hrs | Basic Python Programming Knowledge | S$690 |
| Python Programming Full Package | 32 hrs | Basic Computer Knowledge | S$1299 |
| Time Slot | |||
| Please call 63360244/96503505 or mail to info.sg@gteceducation.com We also provides flexible timing to meet the customer's requirement |
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