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 Michigan
您将获得的技能: 统计建模, Python 程序设计, 贝叶斯统计, 统计分析, 统计机器学习, 统计推理, 预测建模, 统计编程, 数据可视化软件, 统计方法, 逻辑回归, 回归分析, Jupyter, 统计软件, 模型评估
状态：新状态：免费试用您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
Coursera
您将获得的技能: Data Preprocessing, Java, Data Structures, File I/O, Java Programming
状态：免费试用Stanford University
您将获得的技能: 社交网络分析, Algorithm, 运筹学, 网络模型, 数据结构, 网络分析, 概率, 计算思维, 理论计算机科学, 伪代码, Networking 路由器, 计算机科学, 图论, 计算逻辑, 编程原则, 分析, 生物信息学
状态：免费试用CertNexus
您将获得的技能: 人工智能, 决策, 负责任的人工智能, 数据伦理, 数据科学, 多样性与包容性, 道德标准与行为, 大数据, 新兴技术, 信息隐私, 商业道德, 个人身份信息
状态：新状态：免费试用Starweaver
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, AI Personalization, Data Engineering, System Monitoring, Generative AI, Prompt Engineering, Data Processing, AI Workflows, Scalability, Data Architecture, Data Pipelines, Embeddings, Performance Tuning, Continuous Monitoring, Database Systems, Talent Pipelining, Process Optimization, Engineering
状态：免费试用您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Database Management, Query Languages, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Collection, Data Structures
状态：免费试用您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
状态：新状态：免费试用您将获得的技能: Plotly, Model Evaluation, NumPy, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Probability & Statistics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Performance Tuning
状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Business Reporting, Data Ethics, Storytelling, Data-Driven Decision-Making, Generative AI, Responsible AI, Data Analysis, Artificial Intelligence
状态：免费试用您将获得的技能: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
状态：新状态：免费试用Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Data Visualization Software, Probability & Statistics, Statistical Inference, Variance Analysis
总之，以下是 10 最受欢迎的 big data 课程
- 用 Python 对数据拟合统计模型: University of Michigan
- Statistics for Data Science with Python: EDUCBA
- Java Built in Data Structures: Coursera
- Algorithm: Stanford University
- 促进数据驱动技术的道德使用: CertNexus
- GenAI Data Engineering and RAG Systems: Starweaver
- Applied Data Analytics with Python and SQL: Edureka
- Data Processing and Optimization with Generative AI: Microsoft
- Data Science Essentials: Analysis, Statistics, and ML: Packt
- Data Visualization and Reporting with Generative AI: Microsoft
