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DeepLearning.AI
您将获得的技能: 数据库系统, 数据库, Apache Spark, 数据架构, 亚马逊 S3, 亚马逊网络服务, 文件系统, 数据管道, 云存储, 性能调整, Query 语言, 数据转换, 矢量数据库, 数据仓库, Apache Kafka, SQL, 数据库管理系统, 数据湖, 数据存储
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
Coursera
您将获得的技能: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management
状态：免费试用University at Buffalo
您将获得的技能: 数据清理, Tableau 软件, 商业分析, 统计过程控制, 数据叙事, 数据驱动的决策制定, 关键绩效指标 (KPI), 过程分析, Matlab, Minitab, 数据质量, 统计分析, 数据展示, 业务过程, 数据分析, 数据可视化软件
状态：免费试用Duke University
您将获得的技能: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Data Visualization Software, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms
状态：免费试用CertNexus
您将获得的技能: 沟通, 模型部署, 利益相关者的参与, 数据科学, 利益攸关方沟通, 数据叙事, MLOps（机器学习 Operator）, 自动化, 数据驱动的决策制定, 机器学习, 网络应用, 数据可视化, 数据展示, 项目关闭
状态：免费试用Fractal Analytics
您将获得的技能: A/B Testing, Design Thinking, Experience Design, Data Storytelling, Dashboard, User Feedback, Stakeholder Engagement, Customer Insights, Interviewing Skills, Business Requirements, Problem Solving
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：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：免费试用Johns Hopkins University
您将获得的技能: 研究方法, 创建调查, 模型评估, 数据质量, 数据建模, 统计方法, 研究设计, 数据分析, 统计分析, 定量研究, 抽样（统计）, 数据转换
状态：免费试用Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Decision Making, Data Warehousing, Data Strategy, Data Management, Small Data, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy
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
总之，以下是 10 最受欢迎的 big data 课程
- 数据存储和 Query: DeepLearning.AI
- Data Acquisition, Risk, and Estimation: University of Colorado Boulder
- Manipulating Data with SQL: Coursera
- 数据分析和可视化: University at Buffalo
- Data Science Ethics with R: Duke University
- 完成数据科学项目: CertNexus
- Design Thinking for Data Professionals: Fractal Analytics
- Data Analysis with Python Project : University of Colorado Boulder
- Data Science Fundamentals, Part 1: Pearson
- 测量--将概念转化为数据: Johns Hopkins University
