- Course Overview
- Introduction to Python
- Running Python on Microsoft AzureML Studio
- Downloading and Installing Python Anaconda Distribution
- Using Jupyter Notebook for Python
- Python Programming Essentials - Section Overview
- Variables and Data Types
- Exercise - Variables and Data Types
- List
- Exercise - List
- Dictionary
- Exercise - Dictionary
- Functions, Methods & Packages
- Exercise - Functions Methods & Packages
- Operators
- Exercise - Operators
- Conditional Statements
- Exercise - Conditional Statements
- Loops
- Exercise - Loops
- Functions - Section Overview
- User Defined Functions
- Exercise - User Defined Functions
- Arguments and Return Values
- Exercise - Arguments and Return Value
- Default and Flexible Arguments
- Exercise - Default and Flexible Arguments
- Scope
- Exercise - Scope
- Anonymous or Lambda Function
- Exercise - Anonymous or Lambda Function
- Advanced Python Language Features - Section Overview
- Comprehensions
- Exercise - Comprehensions
- Exception Handling
- Exercise - Exception Handling
- Object Oriented Programming and Classes
- Exercise - Object Oriented Programming and Classes
- Inheritance
- Exercise - Inheritance
- Course Conclusion