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Johns Hopkins University
您将获得的技能: 创建调查, 研究方法, 统计方法, 数据转换, 数据质量, 研究设计, 数据分析, 统计分析, 定量研究, 抽样（统计）, 模型评估, 数据建模
状态：免费试用Johns Hopkins University
您将获得的技能: 探索性数据分析, 数据操作, R 语言程序设计（中文版）, 绘图（图形）, 散点图, Ggplot2, 数据叙事, Tidyverse（R 软件包）, 动画, 数据可视化软件, 柱状图, 数据展示, 箱形图
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
状态：新状态：预览您将获得的技能: Data Dictionary, Data Quality, Data Management, Data Cleansing, Data Validation, Data Governance, Data Integrity, Case Studies, Communication Strategies, Stakeholder Communications, Cross-Functional Collaboration, Continuous Improvement Process
您将获得的技能: Plotly, Plot (Graphics), Data Visualization, Statistical Visualization, Box Plots, Scatter Plots, Interactive Data Visualization, Data Visualization Software, Histogram, Statistical Analysis, Data Analysis, Probability
状态：免费试用Johns Hopkins University
您将获得的技能: 探索性数据分析, 数据清理, 数据操作, R 语言程序设计（中文版）, 数据预处理, 数据整理, 数据转换, Tidyverse（R 软件包）, 文本挖掘, 统计编程
状态：免费试用Fractal Analytics
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning
状态：免费试用Johns Hopkins University
您将获得的技能: 统计建模, 探索性数据分析, R 语言程序设计（中文版）, 统计假设检验, 分类与回归树 (CART), 机器学习, 数据预处理, 统计方法, Rmarkdown, 数据分析, 回归分析, 统计推理, 统计分析, 数据建模, 模型评估, Tidyverse（R 软件包）, 数据科学, 预测建模
状态：预览IIT Roorkee
您将获得的技能: Unsupervised Learning, Supervised Learning, Data Preprocessing, Anomaly Detection, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Big Data, Data Cleansing, Data Visualization, Python Programming, Data-Driven Decision-Making, Classification Algorithms, Statistical Programming, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks
状态：免费试用University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
状态：免费试用Microsoft
您将获得的技能: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Database Design, Performance Tuning, Data Integration, Data Analysis, Data Transformation
状态：免费试用University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
总之，以下是 10 最受欢迎的 big data 课程
- 测量--将概念转化为数据: Johns Hopkins University
- 在 Tidyverse 中可视化数据: Johns Hopkins University
- Data Science Fundamentals, Part 1: Pearson
- Data Management: Dictionaries, Quality and Communication: Coursera
- Interactive Statistical Data Visualization 101: Coursera
- 在 Tidyverse 中管理数据: Johns Hopkins University
- Data Frameworks for Generative AI: Fractal Analytics
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- Data Mining for Smart Cities: IIT Roorkee
- Data Acquisition, Risk, and Estimation: University of Colorado Boulder
