Advanced Programming Techniques with Python (v1.1)
In this course, you’ll build upon your basic Python skills, learning more advanced topics such as object-oriented programming patterns, development of graphical user interfaces, data management, creating web service-connected apps, performing data science tasks, unit testing, and creating and installing packages and executable applications.
You will expand your Python Proficiencies :
- Select an object-oriented programming approach for Python applications.
- Create object-oriented Python applications.
- Create a desktop application.
- Create a data-driven application.
- Create and secure web service-connected applications.
- Program Python for data science.
- Implement unit testing and exception handling.
- Package an application for distribution.
COURSE OUTLINE
1 – Selecting an Object-Oriented Programming Approach for Python Applications
- Implement Object-Oriented Design
- Leverage the Benefits of Object-Oriented Programming
2 – Creating Object-Oriented Python Applications
- Create a Class
- Use Built-in Methods
- Implement the Factory Design Pattern
3 – Creating a Desktop Application
- Design a Graphical User Interface (GUI)
- Create Interactive Applications
4 – Creating Data-Driven Applications
- Connect to Data
- Store, Update, and Delete Data in a Database
5 – Creating and Securing a Web Service-Connected App
- Select a Network Application Protocol
- Create a RESTful Web Service
- Create a Web Service Client
- Secure Connected Applications
6 – Programming Python for Data Science
- Clean Data with Python
- Visualize Data with Python
- Perform Linear Regression with Machine Learning
7 – Implementing Unit Testing and Exception Handling
- Handle Exceptions
- Write a Unit Test
- Execute a Unit Test
8 – Packaging an Application for Distribution
- Create and Install a Package
- Generate Alternative Distribution Files
Actual course outline may vary depending on offering center. Contact your sales representative for more information.
Upcoming Advanced Programming Techniques with Python (v1.1) Classes
| Course Name - Start Date, Start Time | End Date | Start Time (PT) | End Time (PT) | Add to Cart |
|---|---|---|---|---|
| Advanced Programming Techniques with Python (v1.1) - 11/8/2023, 8:00 AM | 11/10/2023 | 8:00 AM | 5:00 PM | |
| Advanced Programming Techniques with Python (v1.1) - 12/13/2023, 6:00 AM | 12/15/2023 | 6:00 AM | 3:00 PM |