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: 无监督学习, 社交网络分析, Pandas(Python 软件包), Algorithm, 图论, 分析, Matplotlib, 数据分析, Python 程序设计, 预测分析, 网络分析, 数据导入/导出
中级 · 课程 · 1-4 周

您将获得的技能: Gemini, Google Workspace, Productivity Software, Generative AI, AI Enablement, AI Workflows, Prompt Engineering, Responsible AI, Operational Efficiency, Business Workflow Analysis, Human Factors, Complex Problem Solving
初级 · 课程 · 1-3 个月

您将获得的技能: Statistical Visualization, Data Visualization, Model Evaluation, Statistical Hypothesis Testing, MLOps (Machine Learning Operations), Statistical Analysis, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周

IBM
您将获得的技能: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Digital Transformation, Big Data, Data Analysis, Business Analytics, Regression Analysis, Analytics, Apache Hadoop, Health Informatics, Deep Learning
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据结构, 分子生物学, Algorithm, 生物信息学, 计算思维, 数据分析, Python 程序设计, 生命科学
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Marketing Automation, Scheduling, Enterprise Application Management, Management Reporting, Performance Reporting, Automation, Stakeholder Communications, Scalability, Data Integration, Quality Assurance
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 业务流程管理, 决策支持系统, 商业分析, 绩效衡量, 数据驱动的决策制定, 数据可视化软件, 仪表板, 数据仓库, 六西格玛方法, 数据分析, 关键绩效指标 (KPI), 业务报告, 微策略, 商业智能, 数据可视化
混合 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 应用数学, 机器学习算法, 线性代数, NumPy, Algorithm, Jupyter, Python 程序设计
初级 · 课程 · 1-3 个月

您将获得的技能: Stakeholder Engagement, Business Metrics, Web Analytics, Business Analytics, Analytics, Key Performance Indicators (KPIs), Data Storytelling, Performance Analysis, Presentations, Stakeholder Communications, Marketing Analytics, Strategic Communication, Marketing Effectiveness
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design
中级 · 课程 · 1-4 周