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: 分类算法, 自然语言处理, 监督学习, Scikit-learn (机器学习库), 数据预处理, 无监督学习, Pandas(Python 软件包), 功能工程, Python 程序设计, 数据操作, 文本挖掘
中级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement
初级 · 课程 · 1-3 个月

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: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures
高级设置 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Computer Vision, Artificial Intelligence, Image Analysis, Natural Language Processing, Generative AI, Model Deployment, OpenAI, Amazon Bedrock, AI Workflows, AI Security, Text Mining, Robotics, Prompt Engineering, Deep Learning, Reinforcement Learning, Scalability
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Prioritization, Data Import/Export, Workflow Management, Content Strategy, Data Integration, User Research, Performance Metric
初级 · 课程 · 1-4 周

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

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Data Governance, Prompt Engineering, Continuous Deployment, Generative AI, System Monitoring, CI/CD, Responsible AI, Automation, DevOps, Compliance Management, Performance Tuning, Data Pipelines, Kubernetes, Docker (Software), Containerization, Data Security, Risk Management, Dashboard, Cloud Platforms
中级 · 专项课程 · 3-6 个月

NVIDIA
您将获得的技能: 机器学习, 深度学习, 信息技术基础设施, 模型部署, 数据基础设施, 生成式人工智能, 云基础设施, 大型语言模型, 网络基础设施, 人工智能, 人工智能和机器学习(AI/ML), 计算机结构, 基础设施架构, 信息技术业务, 硬件架构, 云计算, 数据中心, Devops 工具, AI 协调, MLOps(机器学习 Operator)
初级 · 课程 · 1-4 周

Cleveland Clinic
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Clinical Informatics, Health Care, Supervised Learning, Clinical Experience, Emerging Technologies, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Software Versioning, Git (Version Control System), Data Integrity, Data Management, Performance Testing, Dashboard, Machine Learning, Performance Analysis
中级 · 课程 · 1-4 周