A Python project with coding framework and unit testing

Real world python coding framework and unit testing - logging, error handling, config , database, PyTest , REST API
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Python basics and real world coding framework - organizing code, logging, error handling, config file, unit testing

Requirements

  • Basic programming skills and SQL knowledge required

Description

Learn how to code and unit test Python applications in a real world project. Go beyond the basics by solving a practical use case step by step. This course is designed for Python beginners who want to transition for academic background to a real world developer role !

Course Project :

You will be building a Python application to read data from files and store the data into PostgreSQL database. You will be creating REST endpoints using which external users will interact with your application data. All the industry standard best practices in terms of logging, error handling, config file, code structuring will be used in the application.

Course structure :

  • Python (3.9) and PyCharm IDE installation

  • Python basics - Get started with basic Python data types including List, Tuple and Dictionary

  • Organizing code with Classes and Modules - Understand core concepts of classes and packages

  • Python logging - Implement logging using basic config and file config

  • Python error handling - Learn how to handle exceptions.

  • Python PostgreSQL database interaction - Understand how to read and write to PostgreSQL using psycopg2

  • Create REST API using Python - Learn to create APIs using Python Flask framework

  • Reading configuration from property file - Learn how to avoid hardcoding of configurable properties

  • Unit testing - Learn to test your application using unittest package

  • Unit testing - Learn to test your application using PyTest package


You will learn the above concepts by building a real world file processing application. No prior Python knowledge required.

Prerequisites :

  • Basic programming skills

  • Basic knowledge of SQL queries


Who this course is for:

  • Python beginners who are getting ready for real world developer role

Course content

8 sections31 lectures1h 54m total length
  • Introduction
    01:37
  • What is Python?
    01:02
  • Installing Python
    00:46
  • Installing PyCharm
    02:28
  • Creating a project in the main Python environment
    01:19

Instructor

Big Data, Cloud and AI Solution Architects
FutureX Skill
  • 4.3 Instructor Rating
  • 1,012 Reviews
  • 29,203 Students
  • 7 Courses

We are a group of Solution Architects and Developers with expertise in Java, Python, Scala , Big Data , Machine Learning and Cloud.

We have years of experience in building Data and Analytics solutions for global clients.

Our primary goal is to simplify learning for our students.

We take a very practical use case based approach in all our courses.