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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

Python for Spreadsheet Users

基础技能水平
4.8+
34 条评价
4小时
Use your knowledge of common spreadsheet functions and techniques to explore Python!

课程

Building AI Agents with Haystack

中级技能水平
4.8+
39 条评价
1 小时 30 分钟
Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.

课程

Foundations of Inference in Python

高级技能水平
4.8+
217 条评价
4小时
Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

课程

Statistical Simulation in Python

中级技能水平
4.8+
28 条评价
4小时
Learn to solve increasingly complex problems using simulations to generate and analyze data.

课程

Survival Analysis in Python

高级技能水平
4.7+
71 条评价
4小时
Use survival analysis to work with time-to-event data and predict survival time.

课程

Analyzing Police Activity with pandas

中级技能水平
4.8+
25 条评价
4小时
Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

课程

Discrete Event Simulation in Python

高级技能水平
4.7+
68 条评价
4小时
Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

课程

Pandas Joins for Spreadsheet Users

中级技能水平
4.7+
53 条评价
4小时
Learn how to effectively and efficiently join datasets in tabular format using the Python Pandas library.

课程

Financial Forecasting in Python

中级技能水平
4.8+
88 条评价
4小时
Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

课程

Case Studies in Statistical Thinking

中级技能水平
4.9+
79 条评价
4小时
Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.

课程

Parallel Programming with Dask in Python

中级技能水平
4.8+
62 条评价
4小时
Learn how to use Python parallel programming with Dask to upscale your workflows and efficiently handle big data.

课程

Python for MATLAB Users

基础技能水平
4.7+
29 条评价
4小时
Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.

课程

Working with DeepSeek in Python

基础技能水平
4.7+
98 条评价
3小时
Discover what all of the DeepSeek hype was really about! Build applications using DeepSeeks R1 and V3 models.

课程

Advanced NLP with spaCy

中级技能水平
4.6+
20 条评价
5小时
Learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.

课程

Bond Valuation and Analysis in Python

基础技能水平
4.8+
67 条评价
4小时
Learn how bonds work and how to price them and assess some of their risks using the numpy and numpy-financial packages.

课程

Intermediate Network Analysis in Python

高级技能水平
4.8+
76 条评价
4小时
Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

课程

Analyzing Survey Data in Python

中级技能水平
4.6+
51 条评价
4小时
Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are descriptive and inferential in nature.

课程

Machine Translation with Keras

高级技能水平
4.8+
46 条评价
4小时
Are you curious about the inner workings of the models that are behind products like Google Translate?

课程

Predicting CTR with Machine Learning in Python

中级技能水平
4.8+
19 条评价
4小时
Learn how to predict click-through rates on ads and implement basic machine learning models in Python so that you can see how to better optimize your ads.

课程

LLM Application Fundamentals with LangChain

中级技能水平
4.6+
133 条评价
3小时
Learn to build conversational LLM applications — with reliable structured output, persistent conversation history, and real-time streaming.
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课程

LLM Tool Use with LangChain

中级技能水平
4.6+
29 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.

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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