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。
Rice University
您将获得的技能: 估算, 数据分析, 统计假设检验, 商业分析, 统计建模, 统计分析, 回归分析, 统计推理, 模型评估, 微软Excel, 统计方法
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计, 数据预处理, 统计分析, 统计建模, 医学影像, 统计推理, 实验, 神经学, 图像分析, 研究设计, 磁共振成像
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative AI Agents, Agentic Workflows, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, AI Personalization, Prompt Engineering, Tool Calling, Emerging Technologies, Responsible AI
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 概率与统计, 数据分析, 统计分析, 统计建模, 回归分析, 模型评估, 统计推理, 逻辑回归
混合 · 课程 · 1-4 周

您将获得的技能: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, Microsoft Copilot, ChatGPT, Ideation, Verification And Validation, Succession Planning, Microsoft 365, Target Audience, Business Writing, Responsible AI, Generative AI, Microsoft Teams, Leadership, Meeting Facilitation, Organizational Leadership, Productivity Software, Creativity, AI Enablement, Complex Problem Solving, Strategic Communication
初级 · 专项课程 · 1-3 个月

King Abdullah University of Science and Technology
您将获得的技能: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Pandas (Python Package), Python Programming, NumPy, Data Manipulation
初级 · 课程 · 1-4 周

您将获得的技能: 应用程序部署, 人工智能, Prompt Engineering, 无服务器计算, 生成式人工智能, ChatGPT, OpenAI 应用程序接口, 云应用, 模型部署, LLM 申请, AI 安全, 网络应用, 网络开发工具, 实时数据
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 概率与统计, Matplotlib, 统计分析, 统计假设检验, Python 程序设计, 抽样(统计), 统计推理, Jupyter, 贝叶斯统计, NumPy, 统计方法
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周