109项数据科学免费课程

• [R编程由约翰霍普金斯大学
  
• 数据科学家的工具箱由约翰·霍普金斯大学
  
• The Analytics Edge Massachusetts Institute of Technology
  
• Getting and Cleaning Data Johns Hopkins University
  
• Introduction to Data Science in Python University of Michigan
  
• Python for Data Science University of California, San Diego
  
• Exploratory Data Analysis Johns Hopkins University
  
• Introduction to Big Data University of California, San Diego
  
• Regression Models Johns Hopkins University
  
• Statistical Inference Johns Hopkins University
  
• Introduction to Computational Thinking and Data Science Massachusetts Institute of Technology
  
• Reproducible Research Johns Hopkins University
  
• Hadoop Platform and Application Framework University of California, San Diego
  
• Mining Massive Datasets Stanford University
  
• Statistics and R Harvard University
  
• Pattern Discovery in Data Mining University of Illinois at Urbana-Champaign
  
• A Crash Course in Data Science Johns Hopkins University
  
• Data Visualization University of Illinois at Urbana-Champaign
  
• Statistical Thinking for Data Science and Analytics Columbia University
  
• Developing Data Products Johns Hopkins University
  
• Building a Data Science Team Johns Hopkins University
  
• Probability and Statistics in Data Science using Python University of California, San Diego
  
• Data Analysis for Social Scientists Massachusetts Institute of Technology
  
• Text Mining and Analytics University of Illinois at Urbana-Champaign
  
• Data Science in Real Life Johns Hopkins University
  
• Data Science: R Basics Harvard University
  
• Managing Data Analysis Johns Hopkins University
  
• Applied Plotting, Charting & Data Representation in Python University of Michigan
  
• Cluster Analysis in Data Mining University of Illinois at Urbana-Champaign
  
• Foundations of Data Analysis — Part 1: Statistics Using R The University of Texas at Austin
  
• Graph Analytics for Big Data University of California, San Diego
  
• People Analytics University of Pennsylvania
  
• SP20: Computing for Data Analysis Georgia Institute of Technology
  
• The R Programming Environment Johns Hopkins University
  
• FA19: Deterministic Optimization Georgia Institute of Technology
  
• Introduction to Analytics Modeling Georgia Institute of Technology
  
• Data Manipulation at Scale: Systems and Algorithms University of Washington
  
• Data Science: Visualization Harvard University
  
• High-Dimensional Data Analysis Harvard University
  
• Introduction to Systematic Review and Meta-Analysis Johns Hopkins University
  
• Big Data Modeling and Management Systems University of California, San Diego
  
• Big Data Integration and Processing University of California, San Diego
  
• Data Science: Linear Regression Harvard University
  
• Data Science: Machine Learning Harvard University
  
• Applied Social Network Analysis in Python University of Michigan
  
• Building R Packages Johns Hopkins University
  
• Foundations of Data Science: Computational Thinking with Python University of California, Berkeley
  
• Communicating Data Science Results University of Washington
  
• Causal Diagrams: Draw Your Assumptions Before Your Conclusions Harvard University
  
• Case study: DNA methylation data analysis Harvard University
  
• Foundations of Data Analysis — Part 2: Inferential Statistics The University of Texas at Austin
  
• Framework for Data Collection and Analysis University of Maryland, College Park
  
• 数据挖掘：理论与算法 | Data Mining: Theories and Algorithms for Tackling Big Data Tsinghua University
  
• Data Analytics Foundations for Accountancy I University of Illinois at Urbana-Champaign
  
• Successfully Evaluating Predictive Modelling University of Edinburgh
  
• Silicon Photonics Design, Fabrication and Data Analysis The University of British Columbia
  
• Data Science: Inference and Modeling Harvard University
  
• Data Science: Probability Harvard University
  
• Data Science: Productivity Tools Harvard University
  
• Data Science: Wrangling Harvard University
  
• Advanced Linear Models for Data Science 1: Least Squares Johns Hopkins University
  
• Advanced Linear Models for Data Science 2: Statistical Linear Models Johns Hopkins University
  
• Research Data Management and Sharing The University of North Carolina at Chapel Hill
  
• Big Data and Education Columbia University
  
• Big Data Analysis with Scala and Spark École Polytechnique Fédérale de Lausanne
  
• Basic Data Processing and Visualization University of California, San Diego
  
• Information Visualization: Applied Perception New York University (NYU)
  
• Information Visualization: Foundations New York University (NYU)
  
• Information Visualization: Programming with D3.js New York University (NYU)
  
• Information Visualization: Advanced Techniques New York University (NYU)
  
• Data Science: Capstone Harvard University
  
• Capstone Exam for Statistics and Data Science Massachusetts Institute of Technology
  
• Advanced R Programming Johns Hopkins University
  
• Foundations of Data Science: Inferential Thinking by Resampling University of California, Berkeley
  
• Data, Models and Decisions in Business Analytics Columbia University
  
• Code Free Data Science University of California, San Diego
  
• SP20: Data Analytics for Business Georgia Institute of Technology
  
• Data Science in Stratified Healthcare and Precision Medicine University of Edinburgh
  
• Predictive Analytics using Machine Learning University of Edinburgh
  
• Statistical Predictive Modelling and Applications University of Edinburgh
  
• 人群与网络 Peking University
  
• 医学统计学与SPSS软件（基础篇） Peking University
  
• Combining and Analyzing Complex Data University of Maryland, College Park
  
• Dealing With Missing Data University of Maryland, College Park
  
• 数据科学导论|Data Science: A New Way of Thinking Tsinghua University
  
• Data Science for Construction, Architecture and Engineering National University of Singapore
  
• Statistical Computing with R — a gentle introduction University College London
  
• Principles, Statistical and Computational Tools for Reproducible Data Science Harvard University
  
• Data Analysis in Social Science-Assessing Your Knowledge Massachusetts Institute of Technology
  
• Sampling People, Networks and Records University of Michigan
  
• مجموعة أدوات عالم البيانات Johns Hopkins University
  
• Meaningful Predictive Modeling University of California, San Diego
  
• Introduction to Accounting Data Analytics and Visualization University of Illinois at Urbana-Champaign
  
• Data Modeling and Regression Analysis in Business University of Illinois at Urbana-Champaign
  
• Introduction to Predictive Analytics using Python University of Edinburgh
  
• Delivering Research Data Management Services University of Edinburgh
  
• Image Processing and Analysis for Life Scientists École Polytechnique Fédérale de Lausanne
  
• Data Analysis Essentials Imperial College London
  
• Big Data Analytics Using Spark University of California, San Diego
  
• مقدمة عن البيانات الضخمة University of California, San Diego
  
• Big Data Analytics in Healthcare Georgia Institute of Technology
  
• Big Data Analytics in Healthcare Georgia Institute of Technology
  
• 高级大数据系统|Advanced Big Data Systems Tsinghua University
  
• Big data and Language 1 Korea Advanced Institute of Science and Technology
  
• Big data and Language 2 Korea Advanced Institute of Science and Technology
  
• Building Data Visualization Tools Johns Hopkins University
  
• 数据分析和可视化来自佐治亚理工学院
  
• 三维数据可视化科学传播来自伊利诺伊大学厄巴纳-香槟分校
  
• 数据可视化|数据可视化由清华大学
  

• 数据科学家专业课程（24个月）
• 专业数据分析师课程（18个月）
• Python for Web Development课程（9个月）

阅读更多

• 常春藤联盟提供450道免费课程
• 哈佛大学的免费数据科学课程
• 30个生活技巧，可完成在线课程
• 最成功，最丑闻的数据科学项目：Cambridge Analytica