跳至内容
首页

Python courses

Python is a top language for data science, automation, and web development. DataCamp’s expert-built courses offer hands-on, interactive practice with real-world exercises. Start coding today and build skills to move your career forward.

创建您的免费帐户

继续使用 Google显示更多选项

或


继续操作即表示您接受我们的《使用条款》和《隐私政策》,并同意您的数据存储在美国。
Group

培训 2 人或更多?

试用DataCamp for Business

Recommended for Python beginners

Build your Python skills with interactive courses for data science, data analysis and machine learning, curated by real-world experts

课程

Python 入门

基础技能水平
4.8+
10,674 条评价
4小时
只需 4 小时就能掌握 Python 数据分析基础知识。 本在线课程将介绍 Python 接口并探索常用包。

学习路径

Python 数据基础

4.7+
109 条评价
28小时
提升你的数据技能,学习如何处理和可视化数据,并应用高级分析做出数据驱动的决策。

不确定从哪里开始?

参加评估

浏览 Python 课程和学习路径

课程

用 Python 进行债券定价与分析

基础技能水平
4.8+
83 条评价
4小时
了解债券的运作方式,学习如何定价并评估其部分风险,使用 numpy 和 numpy-financial 包。

课程

Python 中的生存分析

高级技能水平
4.7+
76 条评价
4小时
使用生存分析处理事件发生时间数据并预测生存时间。

课程

面向 MATLAB 用户的 Python

基础技能水平
4.8+
34 条评价
4小时
通过学习一些 Python 基础概念,并深入了解 NumPy 和 Matplotlib 包,从 MATLAB 过渡过来。

课程

使用 Weaviate 实现端到端 RAG

中级技能水平
4.6+
22 条评价
2小时
掌握 Weaviate 中的 RAG!嵌入文本和图像以便检索,并尝试向量、BM25 和混合搜索。

课程

使用 pandas 分析警务活动

中级技能水平
4.8+
32 条评价
4小时
探索斯坦福开放警务项目数据集,使用 pandas 分析性别对警察行为的影响。

课程

统计思维案例研习

中级技能水平
4.9+
90 条评价
4小时
将统计思维应用于真实数据集,提炼可执行洞察,迈向精通。

课程

Python 中的 Dask 并行编程

中级技能水平
4.7+
67 条评价
4小时
学习如何使用 Python 并行编程和 Dask 扩展工作流,高效处理大数据。

课程

使用 Haystack 构建 AI Agents

中级技能水平
4.8+
48 条评价
1 小时 30 分钟
使用 Haystack(一个用于编排 LLM 和外部组件的开源框架)创建医疗保健 AI 代理。

课程

在 Python 中使用 DeepSeek

基础技能水平
4.7+
108 条评价
3小时
揭秘DeepSeek热潮的真正原因!使用 DeepSeek 的 R1 和 V3 模型构建应用程序。

课程

使用 Python 分析调查数据

中级技能水平
4.7+
60 条评价
4小时
学习如何用Python分析调查数据,并了解何时适合应用描述性和推断性统计工具。

课程

使用 Keras 的机器翻译

高级技能水平
4.8+
50 条评价
4小时
想了解支撑 Google 翻译等产品的模型内部运作吗?

课程

使用 LangChain 的 Retrieval-Augmented Generation

中级技能水平
4.7+
126 条评价
2小时
Learn to build knowledge-grounded LLM applications that retrieve relevant information from structured and unstructured sources before generating responses.
AI Tutor

课程

使用 LangChain 的 LLM 工具调用

中级技能水平
4.7+
111 条评价
3小时
Learn to extend your LLM applications with external tools, so your applications can retrieve live data, perform computations, and take real-world actions.

学习路径

Python 数据基础

4.7+
109 条评价
28小时
提升你的数据技能,学习如何处理和可视化数据,并应用高级分析做出数据驱动的决策。

Python 相关资源

博客

The 41 Top Python Interview Questions & Answers For 2026

Master 41 Python interview questions for 2026 with code examples. Covers basics, OOP, data science, AI/ML, and FAANG-style coding challenges.
Abid Ali Awan's photo

Abid Ali Awan

15分钟

博客

How to Learn Python From Scratch in 2026: An Expert Guide

Discover how to learn Python in 2026, its applications, and the demand for Python skills. Start your Python journey today ​​with our comprehensive guide.
Matt Crabtree's photo

Matt Crabtree

15分钟

速查表

Python Cheat Sheet for Beginners

Python is the most popular programming language in data science. Use this cheat sheet to jumpstart your Python learning journey.
Richie Cotton's photo

Richie Cotton

8分钟


Ready to apply your skills?

Projects allow you to apply your knowledge to a wide range of datasets
to solve real-world problems in your browser

Frequently asked questions

What is Python and why is it important in data science and AI?

Python is a widely-used, high-level programming language known for its readability, simplicity, and extensive libraries. It is important because of its versatility in various fields like web development, automation, data analysis, and artificial intelligence, making it a fundamental skill for many technological and scientific applications. This broad applicability has made Python one of the most popular programming languages in the world.

Do I need any prior programming experience to start learning Python?

No, you don't need previous programming experience. Our courses are designed to be beginner-friendly, guiding you step by step.

How can learning Python benefit my career?

Learning Python opens doors across multiple industries due to its high demand, offering broad career opportunities in technology, data science, finance, healthcare, academia, and marketing. Its versatility in data handling and analysis is particularly valued for driving data-driven decisions and innovation. Mastering Python can significantly enhance your professional skillset, making you a valuable asset in numerous fields.

What are some career paths that Python enables?

Python opens the door to a variety of career paths, serving as a catalyst for roles such as data scientist, data analyst, machine learning engineer, software developer, and web developer. Its widespread application in diverse fields like finance, healthcare, technology, and research means that proficiency in Python can significantly advance career prospects in these and many other industries.

What is the best way to learn Python?

The most effective way to learn Python is through a practical, hands-on approach. Interactive courses led by industry experts provide structured learning and real-world problem-solving, while building your own projects allows you to apply and solidify your skills, helping you to excel faster in Python programming. Read our full guide on how to learn Python for more guidance.

What’s the difference between Python and R?

Python is a versatile and user-friendly language ideal for general programming and data science, whereas R is more specialized for statistical analysis, complex data manipulation, and data visualization. Check out our Python vs R article for a more detailed comparison.

Are the Python courses updated with the latest industry trends and technologies?

Yes, we regularly update our courses to reflect the latest trends and technologies in the field.

Does DataCamp offer a Python Certification?

DataCamp offers professional certifications for Data Scientists and Data Analysts. You can use Python in either of these certifications to prove your skills and build a strong portfolio.

其他技术和主题

技术

通过 DataCamp 移动版提升您的数据技能

借助我们的移动课程和每日 5 分钟编程挑战,随时随地取得进步。