Python Programming: Introduction

Description

Python® has been around for decades, but it’s still one of the most versatile and popular programming languages out there. Whether you’re relatively new to programming or have been developing software for years, Python is an excellent language to add to your skill set. In this course, you’ll learn the fundamentals of programming in Python, and you’ll develop applications to demonstrate your grasp of the language.

Course Objectives:

In this course, you will develop simple command-line
programs in Python.

You will:

Set up Python and develop a simple application.
Declare and perform operations on simple data types, including strings,numbers, and dates.
Declare and perform operations on data structures, including lists, ranges,tuples, dictionaries, and sets.
Write conditional statements and loops.
Define and use functions, classes, and modules.
Manage files and directories through code.
Deal with exceptions.

Garis Besar Pelatihan

Lesson 1: Setting Up Python and Developing a Simple Application

Topic A: Set Up the Development Environment
Topic B: Write Python Statements
Topic C: Create a Python Application
Topic D: Prevent Errors

Lesson 2: Processing Simple Data Types

Topic A: Process Strings and Integers
Topic B: Process Decimals, Floats, and Mixed Number Types

Lesson 3: Processing Data Structures

Topic A: Process Ordered Data Structures
Topic B: Process Unordered Data Structures

Lesson 4: Writing Conditional Statements and Loops in Python

Topic A: Write a Conditional Statement
Topic B: Write a Loop

Lesson 5: Structuring Code for Reuse

Topic A: Define and Call a Function
Topic B: Define and Instantiate a Class
Topic C: Import and Use a Module

Lesson 6: Writing Code to Process Files and Directories

Topic A: Write to a Text File
Topic B: Read from a Text File
Topic C: Get the Contents of a Directory
Topic D: Manage Files and Directories

Lesson 7: Dealing with Exceptions

Topic A: Handle Exceptions
Topic B: Raise Exceptions

Advanced Programming Techniques with Python

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

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.

Course Content

Lesson 1: Selecting an Object-Oriented Programming Approach for Python Applications

Implement Object-Oriented Design
Leverage the Benefits of Object-Oriented Programming

Lesson 2: Creating Object-Oriented Python Applications

Create a Class
Use Built-in Methods
Implement the Factory Design Pattern

Lesson 3: Creating a Desktop Application

Design a Graphical User Interface (GUI)
Create Interactive Applications

Lesson 4: Creating Data-Driven Applications

Connect to Data
Store, Update, and Delete Data in a Database

Lesson 5: Creating and Securing a Web Service-Connected App

Select a Network Application Protocol
Create a RESTful Web Service
Create a Web Service Client
Secure Connected Applications

Lesson 6: Programming Python for Data Science

Clean Data with Python
Visualize Data with Python
Perform Linear Regression with Machine Learning

Lesson 7: Implementing Unit Testing and Exception Handling

Handle Exceptions
Write a Unit Test
Execute a Unit Test

Lesson 8: Packaging an Application for Distributio

Create and Install a Package
Generate Alternative Distribution Files

Target Audience

This course is designed for people who want to learn the Python programming language in preparation for using Python to develop web and desktop applications.

Prerequisites

It is recommended, but not required, that you have at least six months experience programming in an object-oriented language. Even if you don’t, this course can be useful to those that are new to programming.

Categories Software Developer

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🔰 Level: Beginner - Intermediate
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📜 Sertifikat: E-Sertifikat
💻 Akses: e-Learning

Target Audience

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

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 skills and knowledge by taking the following Logical Operations courses:

Introduction to Programming with Python®

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