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 Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
状态：免费试用Johns Hopkins University
您将获得的技能: 统计建模, 统计假设检验, 探索性数据分析, 数据科学, 统计推理, R 语言程序设计（中文版）, 模型评估, 数据预处理, 机器学习, 统计方法, 数据建模, 统计分析, 预测建模, 回归分析, Rmarkdown, Tidyverse（R 软件包）, 数据分析, 分类与回归树 (CART)
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University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
状态：免费试用Johns Hopkins University
您将获得的技能: 数据科学, 解决方案交付, 数据管理, 数据驱动的决策制定, 跨职能团队领导, 团队建设, 数据分析, 技术交流, 项目管理, 团队管理, 数据展示, 管理团队, 项目实施
状态：新状态：免费试用您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
状态：免费试用Johns Hopkins University
您将获得的技能: 探索性数据分析, 箱形图, 绘图（图形）, R 语言程序设计（中文版）, 数据叙事, Ggplot2, 数据操作, 动画, 数据可视化软件, 数据展示, Tidyverse（R 软件包）, 柱状图, 散点图
Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
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
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Data Management
状态：新状态：免费试用您将获得的技能: Splunk, Pivot Tables And Charts, Data Analysis Expressions (DAX), Unstructured Data, Data Visualization Software, Data Modeling, Dashboard, Text Mining, Data Wrangling, Taxonomy, Management Reporting, Data Integration, Data Transformation, Workflow Management, Statistical Reporting, Data Manipulation, Event Monitoring, Continuous Monitoring, Role-Based Access Control (RBAC), Scheduling
Coursera
您将获得的技能: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management
总之，以下是 10 最受欢迎的 big data 课程
- Data Analysis with Python Project : University of Colorado Boulder
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- Interactive Statistical Data Visualization 101: Coursera
- The Data Science Profession – Student View: University of London
- 高管数据科学顶点课程: Johns Hopkins University
- Data Science Beyond the Basics (ML+DS): Coursera
- 在 Tidyverse 中可视化数据: Johns Hopkins University
- Master of Data Science: Illinois Institute of Technology
- Data Frameworks for Generative AI: Fractal Analytics
- Practical Data Wrangling with Pandas: Coursera
