Advanced Programming Techniques with Python (v1.2)

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.

This course may earn a Credly Badge.

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Price: $2235.00
Duration: 3 Days
Delivery Methods: Virtual
DIR Discount: 7.0%







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    Course Outline

    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
    2 – Creating Object-Oriented Python Applications
    • Topic A: Create a Class
    • Topic B: Use Built-in Methods
    • Topic C: Implement the Factory Design Pattern
    3 – Creating a Desktop Application
    • Topic A: Design a Graphical User Interface (GUI)
    • Topic B: Create Interactive Applications
    4 – Creating Data-Driven Applications
    • Topic A: Connect to Data
    • Topic B: Store, Update, and Delete Data in a Database
    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
    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
    7 – Implementing Unit Testing and Exception Handling
    • Topic A: Handle Exceptions
    • Topic B: Write a Unit Test
    • Topic C: Execute a Unit Test
    8 – Packaging an Application for Distribution
    • Topic A: Create and Install a Package
    • Topic B: Generate Alternative Distribution Files

    Actual course outline may vary depending on offering center. Contact your sales representative for more information.

     

    Learning 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 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.

    No special instructions regarding this course's target audience provided. Please contact us to discuss if you are unsure whether this course is for you!
    No special prerequisites for this course provided. If you are unsure whether you might need to take another course first, please contact us to discuss.

    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.

    Please contact our team at 469-721-6100; we will gladly guide you through the online purchasing process.

    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.

    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.

    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.