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: Python 程序设计, 数据结构, 数据操作, 数据收集, 数据处理, 数据转换, 应用编程接口 (API), 网页抓取, 还原式 API, JSON, 数据持久性
中级 · 课程 · 1-4 周

您将获得的技能: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Data Governance, Incident Response, Data Security, Accountability, Compliance Management, Data Processing, Data Sharing, Data Access, Regulatory Requirements, Informed Consent
中级 · 课程 · 1-3 个月
您将获得的技能: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Statistical Reporting, Statistics, Research Design, Statistical Analysis, Microsoft Excel, Research Methodologies, Research, R Programming, Data Presentation, Surveys, Data Collection, Data Ethics
中级 · 课程 · 1-4 周

您将获得的技能: Data Lakes, File Management, Microsoft Azure, Record Keeping, Information Management, Data Management, Data Storage Technologies
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Cryptography, Data Security, Encryption, Authorization (Computing), General Data Protection Regulation (GDPR), Secure Coding, Public Key Infrastructure, Authentications, Identity and Access Management, Web Development, Application Security, Web Applications, Multi-Factor Authentication, Security Strategy
初级 · 课程 · 1-4 周

您将获得的技能: Oracle Cloud, Oracle Databases, Data Migration, Data Lakes, Database Architecture and Administration, NoSQL, MySQL, Data Security, Analytics, Machine Learning Methods, Scalability
初级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Digital Signal Processing, Musical Composition, Music, Music Theory, Performance Tuning, Data Import/Export, Programming Principles, Interoperability, Development Environment, File I/O
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Excel, Dashboard, Data Visualization, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Performance Analysis, Automation
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Tableau Software, Presentations, Verbal Communication Skills, Data-Driven Decision-Making, Data Analysis, Scatter Plots, Stakeholder Communications, Spatial Analysis, Trend Analysis
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 深度学习, 机器学习, 数据处理, Apache Spark, 数据转换, 模型部署, 模型评估, 数据库, 分布式计算, 探索性数据分析, 机器学习软件, 回归分析, 微软 Azure, MLOps(机器学习 Operator), PySpark, 大数据
中级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
初级 · 专项课程 · 3-6 个月

您将获得的技能: Matplotlib, Pandas (Python Package), Data Import/Export, Data Visualization Software, Data Visualization, Microsoft Excel, NumPy, Time Series Analysis and Forecasting, Data Analysis, Data Manipulation
高级设置 · 课程 · 1-3 个月