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。

Google Cloud
您将获得的技能: Google Cloud Platform, Data Pipelines, Real Time Data, Big Data, Data Processing, Analytics, Scalability, Performance Tuning
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Open Web Application Security Project (OWASP), Secure Coding, Large Language Modeling, Threat Modeling, Security Controls, Vulnerability Assessments, Vulnerability Management, Threat Detection, Security Requirements Analysis, Software Architecture, Application Programming Interface (API), Systems Architecture
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Unstructured Data, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Big Data, Machine Learning, Jupyter, Artificial Intelligence, Natural Language Processing
中级 · 课程 · 1-3 个月

Illinois Institute of Technology
您将获得的技能: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Process Management, Global Marketing, Business Process, Culture Transformation, Financial Statement Analysis, Machine Learning Algorithms, Capital Budgeting, Digital Transformation, Market Dynamics, Paid media, Design Thinking, Leadership and Management, Game Theory, Product Lifecycle Management, Microsoft Excel, Business Strategy
获得学位
学位 · 1-4 年

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

Dartmouth College
您将获得的技能: Natural Language Processing, Field-Programmable Gate Array (FPGA), Statistical Machine Learning, Machine Learning, Embedded Systems, Embedded Software, Machine Learning Algorithms, Distributed Computing, Generative AI, Image Analysis, Software Design, Computer Vision, Electrical and Computer Engineering, Engineering Analysis, Digital Communications, Serial Peripheral Interface, Student Support and Services, Student Services, Text Mining, Electronics Engineering
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Predictive Analytics, Supervised Learning, Data Cleansing, Data Visualization, Exploratory Data Analysis, Unsupervised Learning, Dimensionality Reduction, Data Science, Statistical Machine Learning, Descriptive Analytics, Matplotlib, Predictive Modeling, Applied Machine Learning, Visualization (Computer Graphics), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Analysis, Pandas (Python Package), Data Visualization Software, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Large Language Modeling, Prompt Engineering, LLM Application, Responsible AI, Google Cloud Platform, Data Pipelines, Big Data, Natural Language Processing, Machine Learning Algorithms
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Sharing, Cloud Engineering, Data Pipelines, Data Migration, Google Cloud Platform, Data Infrastructure, Data Warehousing, Cloud Storage, Data Integration, Data Architecture, Data Lakes, Data Processing, Extract, Transform, Load, Data Storage, Big Data, Command-Line Interface, Cloud Solutions, Automation, Serverless Computing, Event-Driven Programming
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning, Generative AI
获得学位
学位 · 1-4 年

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning, Generative AI
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Continuous Integration, Supervised Learning, Unsupervised Learning, LLM Application, Cloud-Native Computing, Process Analysis, Software Testing, User Story, Deep Learning, Design Thinking, Infrastructure As A Service (IaaS), Security Requirements Analysis, API Design, Software Architecture, Agile Software Development, Video Game Development, Cost Management, Internet Of Things, Dashboard, Angular
获得学位
学位 · 1-4 年