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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+
10,032 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+
105 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

Python 中的广义线性模型

高级技能水平
4.7+
147 条评价
5小时
扩展你的回归工具箱,掌握逻辑回归和泊松模型,学习训练、理解、验证它们,并进行预测。

课程

用 Python 练习统计学面试题

高级技能水平
4.7+
89 条评价
4小时
通过复习条件概率、A/B 测试、偏差-方差权衡等概念,为下一次统计面试做好准备。

课程

用 Python 分析 IoT 数据

中级技能水平
4.8+
116 条评价
4小时
学习如何在 Python 中导入、清洗和处理 IoT 数据,使其可用于机器学习。

课程

使用 pandas 分析警务活动

中级技能水平
4.8+
30 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

面向 MATLAB 用户的 Python

基础技能水平
4.8+
32 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 Haystack 构建 AI Agents

中级技能水平
4.8+
47 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

Python 中的生存分析

高级技能水平
4.7+
73 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

使用 Python 分析调查数据

中级技能水平
4.7+
57 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

在 Python 中使用 DeepSeek

基础技能水平
4.7+
107 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

用 Python 进行债券定价与分析

基础技能水平
4.8+
74 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 Dask 并行编程

中级技能水平
4.8+
63 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 Keras 的机器翻译

高级技能水平
4.8+
48 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

Retrieval-Augmented Generation with LangChain

中级技能水平
4.7+
75 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

LLM Tool Use with LangChain

中级技能水平
4.6+
52 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+
105 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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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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