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Amazon Web Services
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Deep Learning, AI Enablement, Artificial Intelligence, Amazon Web Services, Applied Machine Learning, Machine Learning, Digital Transformation
状态：预览National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
状态：预览University of Michigan
您将获得的技能: 法律, 社会影响, 大型语言模型, 负责任的人工智能, 生成式人工智能, 商业道德, ChatGPT, 文科, 文化, 人工智能, 数据伦理, Prompt Engineering, 商业经济学, 机器学习, 知识产权
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing
状态：预览Columbia University
您将获得的技能: 概率与统计, 统计建模, 实验, 计划评估, 统计方法, 抽样（统计）, 统计推理, 逻辑回归, 数据收集, 机器学习, 回归分析, 计量经济学, 研究设计
状态：免费试用Scrimba
您将获得的技能: Vibe coding, AI Workflows, Software Installation, Agentic Workflows, Code Review, System Configuration, Computer Programming Tools, Debugging, Prompt Engineering, Web Development Tools, Software Development, User Interface (UI), Web Development
状态：免费试用University of California, Santa Cruz
您将获得的技能: 概率与统计, 统计建模, 数学建模, 无监督学习, Machine Learning 方法, 概率分布, 统计方法, 马尔可夫模型, R 语言程序设计（中文版）, 贝叶斯统计, 统计软件, 分类算法
状态：免费试用University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
状态：免费The Chinese University of Hong Kong
您将获得的技能: SPSS, Model Evaluation, SPSS (Software), Statistical Modeling, Correlation Analysis, Social Sciences, Statistical Analysis, Regression Analysis, Data Manipulation, Quantitative Research, Exploratory Data Analysis, Data Analysis
状态：预览Karlsruhe Institute of Technology
您将获得的技能: 模型评估, 自然语言处理, 人工智能和机器学习（AI/ML）, 多种语言, 递归神经网络 (RNN), 深度学习, 统计机器学习, 嵌入, 词汇, 人工神经网络
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, Object Oriented Programming (OOP), Plotly, Data Visualization Software, Seaborn, Object Oriented Design, Data Visualization, Pandas (Python Package), NumPy, Statistical Visualization, Interactive Data Visualization, Software Documentation, Scatter Plots, Box Plots, Heat Maps, Data Structures, Maintainability, Programming Principles, Data Import/Export, Data Manipulation
状态：免费试用Microsoft
您将获得的技能: 微软 Azure, 无监督学习, 人工智能和机器学习（AI/ML）, 监督学习, 应用机器学习, 无代码开发, MLOps（机器学习 Operator）, 模型部署, 预测建模, 人工智能, 回归分析, 机器学习, 分类算法
与 big data 相关的搜索
总之，以下是 10 最受欢迎的 big data 课程
- Fundamentals of Machine Learning and Artificial Intelligence: Amazon Web Services
- 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
- 生成式人工智能要点：概述和影响: University of Michigan
- Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
- 因果推理: Columbia University
- Vibe Coding with Cursor AI: Scrimba
- 贝叶斯统计：混合模型: University of California, Santa Cruz
- Statistics and Clustering in Python: University of London
- Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
- 机器翻译: Karlsruhe Institute of Technology
