大数据课程
Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具，这些工具支持处理海量信息并有效地呈现见解。此外，您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。
热门 Big Data 课程和认证
状态：预览Northeastern University
您将获得的技能: 新闻学, 数据安全, 数据伦理, 新兴技术, 物联网, 媒体与传播, 数字扫盲, 法律, Algorithm, 信息隐私, 个人身份信息, 人工智能
状态：免费试用University of Maryland, College Park
您将获得的技能: 统计建模, 数据清理, R（软件）, 统计方法, R 语言程序设计（中文版）, 统计分析, 数据质量, 数据转换, STATA （软件）, 数据分析, 统计软件, 抽样（统计）, 回归分析
状态：免费试用University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Science, Machine Learning
状态：免费试用Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
状态：免费试用LearnQuest
您将获得的技能: 探索性数据分析, 数据清理, 电子表格软件, 数据收集, R（软件）, 统计, Query 语言, 数据处理, 描述性分析, 统计分析, 数据可视化软件, 数据挖掘, 预测分析, 数据可视化, SQL, 分析, 数据分析, 定量研究
状态：预览Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Matplotlib, Machine Learning
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Exploratory Data Analysis, Data Presentation, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Data Storytelling, Pandas (Python Package), Statistical Methods, Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Box Plots, Scatter Plots, Correlation Analysis, Python Programming
状态：预览University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Manipulation, Data Transformation, Query Languages, Data Modeling, Database Systems, Relational Databases, Data Processing, Data Analysis
状态：预览University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Performance Tuning, Diagram Design, Software Architecture, Conceptual Design
状态：免费试用Duke University
您将获得的技能: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging
总之，以下是 10 最受欢迎的 big data 课程
- 数据隐私基础知识: Northeastern University
- 处理缺失数据: University of Maryland, College Park
- How to Use Data: University of Pennsylvania
- Foundations of Data Visualization: Johns Hopkins University
- 数据分析基础: LearnQuest
- Data Science for Professionals: Coursera
- Data Analysis with Python: University of Colorado Boulder
- Data Understanding and Visualization: University of Colorado Boulder
- SQL für Data Science: University of California, Davis
- Programming for Data Science: University of Leeds
