Cluster Analysis(聚类分析)课程可以帮助您学习数据分割、模式识别和数据集内自然分组的识别。您可以培养评估聚类方法、解释结果以及将统计技术应用于实际问题的技能。许多课程都会介绍 R、Python 等工具和用于数据可视化的专项软件,这些工具支持实施聚类算法和分析复杂的数据结构。

Birla Institute of Technology & Science, Pilani
您将获得的技能: Graph Theory, Network Analysis, Social Network Analysis, Combinatorics, Network Model, Mathematical Modeling, Data Structures, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Problem Solving
中级 · 课程 · 1-3 个月

您将获得的技能: AWS Kinesis, Apache Kafka, Amazon Redshift, Data Lakes, Real Time Data, Data Management, Apache Hive, Apache Spark, Amazon S3, Data Pipelines, Data Processing, Big Data, Apache Hadoop, AWS Identity and Access Management (IAM), Query Languages, Serverless Computing, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: CI/CD, Microsoft Azure, Data Lakes, Microsoft Power Platform, Azure Synapse Analytics, Data Pipelines, Analytics, Data Governance, Advanced Analytics, Data Security, Data Management, Data Analysis Expressions (DAX), Power BI, Microsoft Excel, Exploratory Data Analysis, Apache Spark, Application Deployment, SQL, Governance, Version Control
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Ideation, Verification And Validation, Succession Planning, LLM Application, Productivity, OpenAI, Business Writing, Responsible AI, Generative AI, AI Enablement, Leadership, Meeting Facilitation, Organizational Leadership, Leadership and Management, Creativity, Problem Solving, Risk Management
初级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: Python 程序设计, 数据科学, 数据收集, 数据处理, 仪表板, 网页抓取, Pandas(Python 软件包), 数据展示, 数据操作, Jupyter, 数据分析
中级 · 课程 · 1-4 周

您将获得的技能: Cloud Infrastructure, Identity and Access Management, Kubernetes, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Containerization, Infrastructure As A Service (IaaS), Cloud Deployment, Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Management, Cloud Services, Network Planning And Design
中级 · 专业证书 · 3-6 个月

University of California San Diego
您将获得的技能: Python 程序设计, 软件测试, 网络分析, 计划发展, 拉斯特(编程语言), 理论计算机科学, 生物信息学, 数据结构, C 和 C++, 计算思维, Algorithm, Java, 计算机编程, Javascript, 图论, 测试案例, 调试, 编程原则, 开发测试, 数据存储
中级 · 专项课程 · 3-6 个月

University of California, Santa Cruz
您将获得的技能: 统计建模, 数据科学, 统计推理, 概率与统计, R 语言程序设计(中文版), 模型评估, 预测, 贝叶斯统计, 概率分布, 统计, R(软件), 统计方法, 马尔可夫模型, 数据分析, 技术交流, 统计分析, 概率, 数据展示, 统计软件, 时间序列分析和预测
中级 · 专项课程 · 3-6 个月

您将获得的技能: Adobe Express, Promotional Strategies, Marketing Planning, Social Media Content, Responsible AI, Digital Marketing, Cross-Channel Marketing, Logo Design, Digital Design, Content Marketing, Layout Design, Creative Design, Generative AI, Marketing Strategies, Campaign Management, Social Media Marketing, Graphic Design, Content Strategy, Advertising, Market Research
初级 · 专业证书 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Ideation, Verification And Validation, Data Presentation, LLM Application, Productivity, OpenAI, Generative AI, Document Management, Expense Reports, Responsible AI, AI Enablement, Creativity, Image Analysis, Large Language Modeling, Expense Management, Organizational Skills, Artificial Intelligence
初级 · 专项课程 · 3-6 个月

Rutgers the State University of New Jersey
您将获得的技能: Competitive Intelligence, Demand Planning, Strategic Sourcing, Competitive Analysis, Customer Demand Planning, Data Storytelling, Procurement, Supplier Management, Supply Chain, Regression Analysis, Supplier Performance Management, Inventory Control, Business Analytics, Data Collection, Supply Management, Supply Chain Management, Inventory Accounting, Business Intelligence, Strategic Decision-Making, Data Analysis
初级 · 专项课程 · 3-6 个月

Erasmus University Rotterdam
您将获得的技能: 模型评估, 预测, 统计, 同行评审, 概率, 案例研究, 统计分析, 数据分析, 计量经济学, 线性代数, 回归分析, 时间序列分析和预测, 分析, 逻辑回归
混合 · 课程 · 1-3 个月