Data Science

探索 Coursera 上的数据科学课程,释放数据在当今数字世界中的力量。在大学和行业专家的指导下,您将掌握数据分析、机器学习、数据可视化等与工作相关的技能,从而促进您的职业发展。
228全权证书
17个在线学位
1,313门课程

最受欢迎

探索角色

获得晋升所需的知识和技能。

当前趋势

  • 状态:免费试用
    状态:人工智能技能
  • 状态:免费试用
  • 状态:免费试用
    状态:人工智能技能
  • 状态:免费试用
    状态:人工智能技能

在线学位

筛选依据

语言
必需的

在整个课程(说明和评估)中使用的语言。

了解产品
必需的

通过实践教程在 2 小时内掌握与工作相关的技能。
通过已评分作业、视频和论坛向顶级授课教师学习。
在交互式实践环境中学习新工具或新技能。
通过完成一系列课程和项目,深入学习学科知识。
获得行业领导者颁发的职业证书,展示您学到的专业知识。
攻读硕士学位的同时获得职业证书。
在线获得学士学位或硕士学位,所需费用仅为在校学习费用的一小部分。
完成研究生水平的学习,而无需参加完整的学位课程。
以灵活的交互式方式,获得大学颁发的执业证书。

级别
必需的

课程长度
必需的

技能
必需的

字幕
必需的

教师
必需的

所有结果

  • 状态:免费试用
    状态:人工智能技能

    您将获得的技能: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, Stakeholder Communications, LinkedIn, Object Oriented Programming (OOP), Data Structures, Interviewing Skills, Applicant Tracking Systems

  • 状态:免费试用
    状态:人工智能技能

    您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing

  • 状态:免费试用

    多位教师

    您将获得的技能: Unsupervised Learning, Supervised Learning, Transfer Learning, Machine Learning, Jupyter, Applied Machine Learning, Data Ethics, Decision Tree Learning, Model Evaluation, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Classification Algorithms, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Data Preprocessing

  • 状态:免费试用
    状态:人工智能技能

    您将获得的技能: Data Visualization, Multimodal Prompts, Prompt Engineering, Data Presentation, Prompt Patterns, AI Enablement, AI Personalization, Generative AI, Email Automation, LLM Application, Data Analysis, Artificial Intelligence, Complex Problem Solving, Ideation, Business Correspondence, Report Writing, Solution Design, Critical Thinking, Document Management, Machine Learning

  • 状态:免费试用

    您将获得的技能: Data Storytelling, Data Visualization, Data Ethics, Exploratory Data Analysis, Sampling (Statistics), Data Visualization Software, Feature Engineering, Regression Analysis, Descriptive Statistics, Logistic Regression, Statistical Hypothesis Testing, Model Evaluation, Data Analysis, Tableau Software, Data Science, Statistical Analysis, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming

  • 状态:免费试用

    您将获得的技能: Prompt Engineering, Exploratory Data Analysis, Prompt Patterns, LangChain, Large Language Modeling, Retrieval-Augmented Generation, Model Evaluation, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Data Transformation, Supervised Learning, Responsible AI, Vector Databases, Data Import/Export

  • 状态:免费试用
    状态:人工智能技能

    您将获得的技能: Exploratory Data Analysis, Data Storytelling, Dashboard, Data Visualization Software, Plotly, Data Visualization, Data Presentation, Interactive Data Visualization, Generative AI, Model Evaluation, SQL, Data Transformation, Data Analysis, Statistical Visualization, IBM Cognos Analytics, Excel Formulas, Professional Networking, Data Import/Export, Microsoft Excel, Python Programming

  • 状态:免费试用
    状态:人工智能技能

    您将获得的技能: Exploratory Data Analysis, Dashboard, Data Visualization Software, Data Visualization, Model Evaluation, SQL, Unsupervised Learning, Plotly, Interactive Data Visualization, Peer Review, Data Transformation, Supervised Learning, Jupyter, Data Analysis, Data Cleansing, Data Manipulation, Data Literacy, Generative AI, Professional Networking, Data Import/Export

  • 状态:免费试用

    DeepLearning.AI

    您将获得的技能: Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Computer Vision, Transfer Learning, Deep Learning, Image Analysis, Hugging Face, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Embeddings, Supervised Learning, Keras (Neural Network Library), Machine Learning, Debugging, Performance Tuning, PyTorch (Machine Learning Library), Data Preprocessing

  • 状态:免费试用

    Stanford University

    您将获得的技能: Feature Engineering, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Clinical Data Management, Health Systems, Healthcare Industry Knowledge, Clinical Research Ethics, Unstructured Data, Health Care, Model Deployment, Health Informatics, Data Mining, Managed Care, Model Evaluation, Responsible AI, Applied Machine Learning, Machine Learning, Artificial Intelligence

  • 状态:免费试用

    您将获得的技能: Data Modeling, Stakeholder Engagement, Database Design, Dashboard, Business Intelligence, Extract, Transform, Load, Tableau Software, Data Warehousing, Stakeholder Communications, Data Pipelines, Business Reporting, Data Mart, Data Visualization, Interviewing Skills, Applicant Tracking Systems, Business Process, AI Enablement, Business Analysis, Data Analysis, SQL

  • 状态:免费试用

    您将获得的技能: Dashboard, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Pandas (Python Package), Data Presentation, Correlation Analysis, Web Scraping, NumPy, Data Import/Export, Probability & Statistics, Programming Principles, Predictive Modeling, Computer Programming Tools, Data Science, Unsupervised Learning, Machine Learning, Project Management

最新发布

是什么让您今天来到 Coursera?

主要合作伙伴

  • 伊利诺伊大学香槟分校
  • 杜克大学
  • Google
  • 密歇根大学
  • IBM
  • 伦敦帝国学院
  • 斯坦福大学
  • 宾夕法尼亚大学

¹ 薪酬中位数和职位空缺数据来源于 Lightcast™ 职位发布报告。 内容创作者、Machine Learning 工程师和 Salesforce 开发代表(1/1/2024 - 12/31/2024) 所有其他职位(7/1/2024 - 7/1/2025)