Microassist

Data Science

Python Programming: Advanced

Course Overview

Python® continues to be a popular programming language, because of its ability to get a lot of work done in few lines of code. 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.

Course Length

3 days

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Target Audience

This course is designed for existing Python programmers who have at least one year of Python experience and who want to grow their Python proficiency.

Course 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 skill and knowledge by taking the following Logical Operations course:

  • Python® Programming: Introduction

Course-Specific Technical Requirements

Hardware

For this course, you will need one computer for each student and one for the instructor. Each computer will need the following minimum hardware configurations:

  • 1 GHz or faster 32-bit (x86) or 64-bit (x64) processor
  • 2 gigabytes (GB) RAM (32-bit or 64-bit)
  • 20 GB available hard disk space (32-bit or 64-bit)
  • Keyboard and mouse (or another pointing device)
  • 1,024 x 768 resolution monitor recommended
  • Projection system to display the instructor’s computer screen
  • Local area network and Internet connection recommended

Software

  • Windows® 10/8.1/8/7/Vista (64-bit).
    NOTE: This course was successfully keyed on Windows 10. Some activity steps may not key exactly as written if students key on a different version of Windows.
  • Python version 3.4.2 (python-3.4.2.amd64.msi, provided with the course data files).
  • PyCharm Community Edition version 3.4.1 ( pycharm-community-3.4.1.exe, provided with the course data files).
    NOTE: Python is distributed under the Python Software Foundation License (PSFL). PyCharm Community Edition is distributed under the Apache® License 2.0.

Learning Outcomes / Objectives

In this course, you will expand your Python proficiency.

You will:

  • Create object-oriented Python applications.
  • Design and create a GUI.
  • Store data in a database from Python applications.
  • Communicate using client/server network protocols.
  • Manage multiple processes with threading.
  • Implement unit testing.
  • Package an application for distribution.

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Topic List

Lesson 1: Using Object-Oriented Python

 Topic A: Create and Use Classes in an Application

 Topic B: Use Magic Methods

 Topic C: Incorporate Class Factories

Lesson 2: Creating a GUI

 Topic A: Design a GUI

 Topic B: Create and Arrange a GUI Layout

 Topic C: Interact with User Events

Lesson 3: Using Databases

 Topic A: Basics of Data Management

 Topic B: Use SQLite Databases

 Topic C: Manipulate SQL Data

Lesson 4: Network Programming

 Topic A: Basics of Network Programming

 Topic B: Create a Client/Server Program

Lesson 5: Managing Multiple Processes with Threading

 Topic A: Create a Threaded Application

 Topic B: Manage Thread Resources

Lesson 6: Implementing Unit Testing

 Topic A: Test-Driven Development

 Topic B: Write and Run a Unit Test Case

 Topic C: Create a Test Suite

Lesson 7: Packaging an Application for Distribution

 Topic A: Create a Package Structure

 Topic B: Generate the Package Distribution Files

 Topic C: Generate a Windows Executable