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Overview
Overview :
Python continues to be a popular programming language, perhaps owing to its easy learning curve, small code footprint, and versatility for business, web, and scientific uses. 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, creating web service-connected apps, performing data science tasks, unit testing, and creating and installing packages and executable applications.
Course Objectives:
In this course, you will expand your Python proficiencies. You will:
-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.
Target Student:
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.
Course Content
Lesson 1: Selecting an Object-Oriented Programming Approach for Python Applications
Topic A: Implement Object-Oriented Design
Topic B: Leverage the Benefits of Object-Oriented Programming
Lesson 2: Creating Object-Oriented Python Applications
Topic A: Create a Class
Topic B: Use Built-in Methods
Topic C: Implement the Factory Design Pattern
Lesson 3: Creating a Desktop Application
Topic A: Design a Graphical User Interface (GUI)
Topic B: Create Interactive Applications
Lesson 4: Creating Data-Driven Applications
Topic A: Connect to Data
Topic B: Store, Update, and Delete Data in a Database
Lesson 5: Creating and Securing a Web Service-Connected App
Topic A: Select a Network Application Protocol
Topic B: Create a RESTful Web Service
Topic C: Create a Web Service Client
Topic D: Secure Connected Applications
Lesson 6: Programming Python for Data Science
Topic A: Clean Data with Python
Topic B: Visualize Data with Python
Topic C: Perform Linear Regression with Machine Learning
Lesson 7: Implementing Unit Testing and Exception Handling
Topic A: Handle Exceptions
Topic B: Write a Unit Test
Topic C: Execute a Unit Test
Lesson 8: Packaging an Application for Distribution
Topic A: Create and Install a Package
Topic B: Generate Alternative Distribution Files
FAQ
What if I have to reschedule my class due to conflict?
Ten (10) business days’ notice is required to reschedule a class with no additional fees. Notify TOPTALENT LEARNING as soon as possible at 469-721-6100 or by written notification to info@toptalentlearning.com to avoid rescheduling penalties.
How do I enroll for this class?
Please contact our team at 469-721-6100; we will gladly guide you through the online purchasing process.
What happens once I purchase a class?
You will receive a receipt and an enrollment confirmation sent to the email you submitted at purchase. Your enrollment email will have instructions on how to access the class. Any additional questions our team is here to support you. Please call us at 469-721-6100.
What is your late policy?
If a student is 15 minutes late, they risk losing their seat to a standby student. If a student is 30 minutes late or more, they will need to reschedule. A no-show fee will apply. Retakes are enrolled on a stand-by basis. The student must supply previously issued courseware. Additional fees may apply.
What happens when I finish my class?
You will receive a ‘Certificate of Completion’ once you complete the class. If you purchased an exam voucher for the class, a team member from TOPTALENT LEARNING will reach out to discuss your readiness for the voucher and make arrangements to send it.