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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.

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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+
8,874 条评价
4小时
用 Python 在四小时内掌握数据分析基础。 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+
95 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。

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浏览 Python 课程和学习路径

课程

Prompt Engineering with LangChain

中级技能水平
4.6+
56 条评价
2小时
Learn to write effective prompts and systematically improve them through evaluation rather than intuition.
AI Tutor

学习路径

Python 编程基础

4.6+
41 条评价
16小时
提升你的 Python 编程技能。 学习如何使用模块和包、使用内置数据类型,以及编写自定义函数。

学习路径

数据处理 在 Python 中

4.7+
8 条评价
16小时
使用 pandas 轻松搞定数据处理。 你将学习如何在 DataFrame 中转换、排序和筛选数据,为快速分析做好准备。

学习路径

使用 Python 构建 API

4.2+
8 条评价
13小时
通过实操课程和项目,Building APIs in Python 教你使用 Python 和 FastAPI 创建和管理 API。

学习路径

数据可视化 在 Python 中

5
4 条评价
16小时
使用 Python 最流行且最强大的数据可视化库,提升你的数据科学技能。

学习路径

使用 LangChain 开发应用程序

4.6+
6 条评价
9小时
了解如何使用 LangChain 框架构建有影响力的 LLM 应用,包括 RAG 工作流和智能体系统!

学习路径

开发大型语言模型

5
2 条评价
16小时
学习使用 PyTorch 和 Hugging Face 开发大型语言模型(LLMs),运用最新的深度学习和 NLP 技术。

学习路径

导入与清洗数据 在 Python 中

4.8+
7 条评价
13小时
掌握你所需的真实世界数据准备技能,揭示真正重要的洞察!了解如何导入、清理并处理 API 和网页数据。

学习路径

图像处理 在 Python 中

4.8+
10 条评价
12小时
运用你的 Python 技能来处理图像数据!从预处理到深度学习,你将发现利用图像数据的多种方式。

学习路径

应用金融 在 Python 中

3.6+
3 条评价
16小时
提升你的 Python 金融技能。 学习如何评估投资组合、计算信用风险,并创建 GARCH 模型来预测波动率。

学习路径

Hugging Face 基础知识

5
1 条评价
12小时
查找最新的开源 AI 模型、数据集和应用,构建 AI 代理,并使用 Hugging Face 微调 LLM。 立即加入最大的 AI 社区!

学习路径

强化学习 在 Python 中

3.5+
2 条评价
12小时
掌握强化学习(RL)的基础,创建能够在复杂现实环境中导航并训练 LLM 的模型。

学习路径

Python 编程工具箱

5
2 条评价
13小时
在 Python 中构建日期和时间、正则表达式和算法知识!

学习路径

应用统计 在 Python 中

4.7+
4 条评价
16小时
探索基于 Python 的统计分析,掌握 A/B 测试和贝叶斯模型等关键决策技能。

学习路径

Keras 基础知识

5
3 条评价
16小时
将你的机器学习技能提升到新水平。 使用 Keras 库创建并优化神经网络,以建模复杂数据类型。

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


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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.

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