Packt

Python Mastery: Build Web Apps, Automate Tasks & Explore AI

Packt

Python Mastery: Build Web Apps, Automate Tasks & Explore AI

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深入了解一个主题并学习基础知识。
中级 等级

推荐体验

2 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

2 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Master Python's core principles, including variables, loops, and control structures.

  • Build real-world applications using Django, APIs, and Python automation tools.

  • Create advanced Python projects like a task breakdown tool powered by AI.

  • Visualize data and interact with CSV, JSON, and online APIs to enhance your coding skills.

您将获得的技能

要了解的详细信息

可分享的证书

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作业

23 项作业

授课语言:英语(English)
最近已更新!

February 2026

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有23个模块

In this module, we will provide a comprehensive overview of the course, setting the stage for your Python learning journey. You will gain an understanding of Python’s history, its features, and how it’s applied in various industries. Additionally, we will delve into how Python code is compiled and interpreted, offering insight into the inner workings of this powerful language.

涵盖的内容

5个视频1篇阅读材料

In this module, we will guide you through the installation process for Python on both Windows and Mac. We will also show you how to install Visual Studio Code, our preferred code editor, and run your first Python program to confirm that your development environment is fully functional.

涵盖的内容

5个视频1个作业

In this module, we will dive into the basics of Python variables and data types. You will learn how to work with strings, integers, and floats and how to format strings using Python’s f-Strings for cleaner, more readable code.

涵盖的内容

4个视频1个作业

In this module, we will explore the foundational data structure in Python: lists. You’ll learn how to create, modify, and access list elements, as well as how to sort lists and calculate their length, providing you with the tools to work efficiently with this versatile data type.

涵盖的内容

3个视频1个作业

In this module, we will expand on lists by exploring how to loop through them and dynamically generate lists using the range function. We’ll also introduce tuples, which are similar to lists but immutable, and explore their use in Python.

涵盖的内容

7个视频1个作业

In this module, we will cover the foundational concepts of branching in Python using if statements. You will learn how to make decisions in your code and manage complex conditions with logical operators, as well as how to use nested if-statements for advanced decision-making.

涵盖的内容

6个视频1个作业

In this module, we will introduce dictionaries, a powerful data structure that stores key-value pairs. You will learn how to access, modify, and loop through dictionaries, as well as how to work with more complex, nested dictionaries and lists within dictionaries.

涵盖的内容

5个视频1个作业

In this module, we will focus on gathering user input and using it to build interactive Python applications. You will learn to use while loops to keep programs running and create fun, practical projects like a simple quiz game and a travel itinerary program.

涵盖的内容

6个视频1个作业

In this module, we will introduce the concept of functions, which allow you to organize and reuse your code. You will learn how to pass arguments, return values, and document functions using docstrings for clearer, more maintainable code.

涵盖的内容

11个视频1个作业

In this module, we will delve into Object-Oriented Programming (OOP) with Python. You’ll learn how to create classes, instantiate objects, and extend class functionality using inheritance. Additionally, we will cover method overriding to customize class behaviors.

涵盖的内容

13个视频1个作业

In this module, we will explore how to work with files in Python, including reading from and writing to text files. We’ll also cover handling errors with exceptions and work with JSON files to store structured data for various use cases.

涵盖的内容

11个视频1个作业

In this module, we will walk through the process of building a file organizer tool in Python. This hands-on project will teach you how to automate file management tasks, such as sorting and moving files based on specific conditions.

涵盖的内容

1个视频1个作业

In this module, we will introduce virtual environments in Python, which allow you to manage project dependencies separately. You will also learn how to use PIP to install third-party libraries and keep your projects organized.

涵盖的内容

2个视频1个作业

In this module, we will create an image watermarker tool in Python. You will learn how to apply watermarks to images using popular Python libraries and save the newly generated images, offering a practical use case for working with media files.

涵盖的内容

3个视频1个作业

In this module, we will show you how to consume data from online sources, including APIs. You will learn how to interact with APIs using GET and POST requests, and process the data for use in your own applications.

涵盖的内容

5个视频1个作业

In this module, we will explore how to use the Matplotlib library to create visual representations of data. You’ll learn how to customize graph styles, add labels, and plot data read from CSV files for effective data analysis.

涵盖的内容

8个视频1个作业

In this module, we will introduce you to AI integration with Python using the OpenAI API. You will learn to build a task breakdown tool with Python and Streamlit, enhancing it with AI to provide intelligent responses based on user input.

涵盖的内容

8个视频1个作业

In this module, we will dive into web development with Django. You will learn to set up a Django project, create database models, and display content on the web. Additionally, we’ll cover styling with Bootstrap and deploying your app to Heroku for public access.

涵盖的内容

16个视频1个作业

In this module, we will expand your Django app by adding user authentication, allowing users to register, log in, and manage books and genres. We will also cover editing book entries and managing user sessions.

涵盖的内容

6个视频1个作业

In this module, we will focus on restricting access to pages based on user roles and associating specific data with users. We will also implement safer book deletion practices, ensuring that users are prompted with warnings before deleting entries.

涵盖的内容

4个视频1个作业

In this module, we will enhance the design of your Django web app by integrating Bootstrap for responsive styling. You will apply these styles to key pages and finalize the look of your app to ensure a polished user experience.

涵盖的内容

4个视频1个作业

In this module, we will guide you through the process of deploying your Django web app to Heroku. You will set up Git, the Heroku CLI, and prepare your project for deployment, making your web app live and accessible to users.

涵盖的内容

3个视频1个作业

In this module, we will summarize everything you’ve learned and provide suggestions for further learning. You’ll also gain access to additional resources to continue your Python journey and evaluate the skills you’ve developed throughout the course.

涵盖的内容

1个视频2个作业

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