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：新状态：预览Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing
状态：免费试用Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
Google Cloud
您将获得的技能: 数据管理, 探索性数据分析, 数据访问, 数据展示, 仪表板, 数据可视化软件, 分析, Google 云端平台, 数据分析, Looker (软件), 交互式数据可视化
状态：新状态：免费DeepLearning.AI
您将获得的技能: Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Data Validation, Generative AI, Large Language Modeling
状态：免费试用Duke University
您将获得的技能: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 定量研究, 数据扫盲, 分析技能, 同行评审, 研究, 撰写报告, 数据分析, 研究方法
Google Cloud
您将获得的技能: Data Quality, Data Lakes, Data Governance, Data Validation, Google Cloud Platform, Data Analysis, Data Warehousing, Query Languages
状态：免费试用University of Michigan
您将获得的技能: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis
状态：免费试用University of Michigan
您将获得的技能: Relational Databases, Databases, Data Visualization Software, Web Scraping, Data Science, Scatter Plots, Data Manipulation, SQL, Data Processing, JSON, Application Programming Interface (API), Data Import/Export, Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)
您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Data Analysis, Exploratory Data Analysis
状态：免费您将获得的技能: Data Analysis Expressions (DAX), Power BI, Business Analysis, Financial Data, Business Intelligence, Data Modeling, Financial Analysis, Time Series Analysis and Forecasting, Data Visualization, Data Import/Export
状态：免费试用Databricks
您将获得的技能: 统计建模, 贝叶斯统计, 预测建模, 统计分析, 数据科学, 数据库, 模拟, 统计方法, 统计, Python 程序设计, 统计编程, 回归分析, 概率, 应用机器学习, 马尔可夫模型, 逻辑回归, 模型评估, 概率分布, Jupyter, 抽样（统计）
总之，以下是 10 最受欢迎的 big data 课程
- Machine Learning and Data Analytics Part 2: Northeastern University
- Machine Learning e Data Mining in R: Università di Napoli Federico II
- Looker 数据浏览器 - Qwik Start: Google Cloud
- Building and Evaluating Data Agents: DeepLearning.AI
- Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
- 数据素养顶点课程--评估研究: Johns Hopkins University
- Assessing Data Quality with Dataplex: Google Cloud
- Logistic Regression and Prediction for Health Data: University of Michigan
- Answering Interesting Questions with Data: University of Michigan
- Data Visualization in Tableau: Create Dashboards and Stories: Coursera
