数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

Coursera
您将获得的技能: Data Entry, Data Visualization, Spreadsheet Software, Data Literacy, Data Science, Business Writing
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Microsoft Azure, Mobile Development Tools, System Implementation, System Configuration, Application Programming Interface (API), Data Integration, Simulations
中级 · 课程 · 1-3 个月

University of Virginia
您将获得的技能: Stakeholder Communications, Customer Insights, Product Management, Product Improvement, New Product Development, Product Lifecycle Management, Product Roadmaps, Innovation, Agile Methodology, Business Analytics, Data-Driven Decision-Making, Product Testing, Lean Methodologies, Continuous Improvement Process
初级 · 课程 · 1-4 周

您将获得的技能: Data Manipulation, Looker (Software), Data Analysis, SQL, Database Development, Query Languages, Google Cloud Platform
中级 · 项目 · 不超过 2 小时

您将获得的技能: vSphere Networking and Storage, VMware vSAN, vCenter Server, Virtual Networking, iSCSI Configuration, Virtual Machines, Network Administration, Servers, Data Storage Technologies, Network Security, Data Storage, Network Switches, Role-Based Access Control (RBAC)
中级 · 课程 · 1-4 周

您将获得的技能: Test Driven Development (TDD), Image Analysis, Computer Vision, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Python Programming, Data Preprocessing, Development Environment, Jupyter, NumPy
中级 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: Generative AI, AI Enablement, AI Product Strategy, Case Studies, Artificial Intelligence, LLM Application, Responsible AI, Data Ethics, Trend Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Application Development, User Interface (UI), Software Development Life Cycle, Data Management, User Interface (UI) Design, File I/O, Application Design, Development Environment, Integrated Development Environments
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: OAuth, API Gateway, Application Programming Interface (API), Authentications, Secure Coding, Authorization (Computing), Debugging, Data Access, Data Analysis
初级 · 项目 · 不超过 2 小时
Starweaver
您将获得的技能: Cyber Threat Hunting, Splunk, Threat Detection, Jupyter, Anomaly Detection, Cybersecurity, Data Analysis, Data Science, Applied Machine Learning, Security Information and Event Management (SIEM), Pandas (Python Package), Interactive Data Visualization, Data Cleansing, Data Preprocessing, MLOps (Machine Learning Operations), Unsupervised Learning, Automation
中级 · 课程 · 1-3 个月

Logical Operations
您将获得的技能: Data Presentation, Microsoft Excel, Data Visualization Software, Pivot Tables And Charts, Spreadsheet Software, Business Intelligence, Excel Formulas, Business Analytics, Data Analysis, Data Entry, Microsoft Office, Data Compilation, Microsoft 365, Data Manipulation, Productivity Software, Data Management, Document Management, User Interface (UI)
混合 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: Diagnostic Tests, Immunology, Infectious Diseases, Cost Management, Laboratory Testing, Preventative Care, Cost Benefit Analysis, Data-Driven Decision-Making, Microbiology, Decision Making
初级 · 课程 · 1-4 周