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Advanced Programming Techniques with Python
Duration
3 Days
Course
PLPJ-165
Available Formats
Classroom Training, Online Training
Course Description
Overview
Python® continues to be a popular programming language, perhaps owing to its ability to get a lot of work done in few lines of code, and its versatility. Python is useful for developing custom software tools, applications, web services, and cloud applications. 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, threading, unit testing, and creating and installing packages and executable applications.Objectives
Upon completion of the Advanced Programming Techniques with Python course, students will be able to:
- Select an object-oriented programming approach for Python applications.
- Create object-oriented Python applications.
- Create a desktop application.
- Create data-driven applications.
- Create and secure web service-connected applications.
- Program Python for data science.
- Implement unit testing and exception handling.
- Package an application for distribution.
Audience
This course is designed for existing Python programmers who have at least one year of Python experience and who want to expand their programming proficiency in Python 3.
Prerequisites
-
To ensure your success in this course, you should have experience with object-oriented programming and Python 2.x or 3.x. You can obtain this level of skills and knowledge by taking the following courses:
- Introduction to Programming with Python®
Topics
Lesson 1: Selecting an Object-Oriented Programming Approach for Python Applications
- Implement Object-Oriented Design
- Leverage the Benefits of Object-Oriented Programming
- Create a Class
- Use Built-in Methods
- Implement the Factory Design Pattern
- Design a Graphical User Interface (GUI)
- Create Interactive Applications
- Connect to Data
- Store, Update, and Delete Data in a Database
- Select a Network Application Protocol
- Create a RESTful Web Service
- Create a Web Service Client
- Secure Connected Applications
- Clean Data with Python
- Visualize Data with Python
- Perform Linear Regression with Machine Learning
- Handle Exceptions
- Write a Unit Test
- Execute a Unit Test
- Create and Install a Package
- Generate Alternative Distribution Files
Related Courses
-
Introduction to Python 3.X
PLPJ-145- Duration: 4 Days
- Delivery Format: Classroom Training, Online Training
- Price: 2,340.00 USD
-
Advanced Python 3 Programming
PLPJ-150- Duration: 2 Days
- Delivery Format: Classroom Training, Online Training
- Price: 1,170.00 USD
Self-Paced Training Info
Learn at your own pace with anytime, anywhere training
- Same in-demand topics as instructor-led public and private classes.
- Standalone learning or supplemental reinforcement.
- e-Learning content varies by course and technology.
- View the Self-Paced version of this outline and what is included in the SPVC course.
- Learn more about e-Learning
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