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：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 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
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据库系统, 理论计算机科学, 数据结构, 数据库理论, 数据存储, Algorithm, 数据存储技术
状态：预览Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
状态：免费试用University of California, Irvine
您将获得的技能: 探索性数据分析, 绘图（图形）, 数据叙事, 统计可视化, Tableau 软件, 描述性分析, 描述性统计, 数据分析, 数据展示, 数据可视化软件, 柱状图
状态：免费试用University of Colorado Boulder
您将获得的技能: Web Scraping, Data Integration, Data Cleansing, Data Import/Export, Data Quality, Data Preprocessing, Data Collection, Data Wrangling, Data Manipulation, SQL, MySQL, Databases, Query Languages, Pandas (Python Package), Application Programming Interface (API)
状态：免费试用Coursera
您将获得的技能: 负责任的人工智能, AI 产品战略, 高级分析, 机器学习算法, 数据预处理, 生成式人工智能, 数据转换, 数据分析, 预测分析, 分析
状态：免费试用您将获得的技能: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Technical Communication
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据清理, R 语言程序设计（中文版）, 数据结构, 数据转换, Ggplot2, 编程原则, 数据分析, 数据导入/导出, 数据操作, 关系数据库, Tidyverse（R 软件包）
总之，以下是 10 最受欢迎的 big data 课程
- 处理缺失数据: University of Maryland, College Park
- Data Analysis with Python: University of Colorado Boulder
- Foundations of Data Visualization: Johns Hopkins University
- Data Understanding and Visualization: University of Colorado Boulder
- Statistics For Data Science: Coursera
- 有序数据结构: University of Illinois Urbana-Champaign
- Data Analytics with Python: Simplilearn
- 数据可视化最佳实践: University of California, Irvine
- Data Collection and Integration: University of Colorado Boulder
- 数据分析师的 GenAI: Coursera
