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。
University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Integrity, Model Evaluation, Data Access, Statistical Analysis, Sampling (Statistics)
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Algorithm, 高级分析, 分类算法, 信息隐私, 大数据, 异常检测, 图像分析, 非结构化数据, 数据挖掘, 探索性数据分析, 文本挖掘, 空间分析
混合 · 课程 · 1-3 个月

Meta
您将获得的技能: JSON, 数据库, Authentication, 数据持久性, 移动开发, 数据管理, React Native, 数据存储技术, 网络模型, 应用程序开发, 还原式 API, SQL
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Preprocessing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
中级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: Teradata SQL, Exploratory Data Analysis, SQL, Data Modeling, Database Design, Database Administration, Database Architecture and Administration, Database Management, Database Management Systems, Data Store, JSON, Data Integration, Data Architecture, Advanced Analytics, Data Warehousing, Data Cleansing, Text Mining, Data Analysis, Business Intelligence, Data-Driven Decision-Making
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)
攻读学位
中级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Box Plots, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Quantitative Research, Variance Analysis, Statistical Visualization, Statistics, Social Sciences
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 数据结构, Encryption, 实时数据, 亚马逊网络服务, 应用编程接口 (API), 系统编程, 数据操作, 数据处理, 命令行界面, 还原式 API, Python 程序设计, 密码学, 数据管道, 软件测试, 云应用, 云 API, 拉斯特(编程语言)
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: 决策支持系统, 星形模式, 数据库设计, 数据仓库, 数据建模, 仪表板, 微策略, 商业分析, 商业智能, Oracle 数据库, 数据库管理, Data Governance, 数据库管理系统, 绩效衡量, 关系数据库, 数据可视化, SQL, 业务流程管理, 数据整合, 摘录
高级设置 · 专项课程 · 3-6 个月