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Advanced Programming Techniques with Python v1.2

4.6 out of 5 rating

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Duration

3 Days

18 CPD hours

About this course

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.

Overview

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.

Description

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.

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
Additional course details:

Nexus Humans Advanced Programming Techniques with Python v1.2 training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the Advanced Programming Techniques with Python v1.2 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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