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。

Google Cloud
您将获得的技能: Gemini, Artificial Intelligence and Machine Learning (AI/ML), Customer Insights, Applied Machine Learning, Customer Analysis, Generative AI, Data Integration, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Marketing Strategies
初级 · 课程 · 1-4 周

您将获得的技能: Disaster Recovery, Data Storage Technologies, Remote Access Systems, Performance Tuning, Linux Administration, Data Storage, Systems Administration, File Systems, Information Management, Software Installation, Data Centers, Data Access, File Management, Servers, System Monitoring, Data Management, Data Integrity, Infrastructure Architecture, Distributed Computing, Enterprise Architecture
初级 · 专项课程 · 3-6 个月

University of Maryland, College Park
您将获得的技能: Data Storytelling, Data Visualization, Data Presentation, Presentations, Data Literacy, Decision Making, Dashboard, Data-Driven Decision-Making, Customer Engagement, Business Transformation, Digital Transformation, Data Strategy, Storytelling, Persuasive Communication, Microsoft PowerPoint, Analytics, Customer Insights, Data Science, Influencing, Stakeholder Engagement
初级 · 课程 · 1-3 个月

您将获得的技能: Kotlin, Application Development, Software Documentation, Programming Principles, Data Validation, Computational Logic, Data Mapping
初级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 微软 Azure, 数据存储, 云服务, 数据仓库, SQL, NoSQL, 数据库, 关系数据库, 数据湖, 分析, 测试计划
初级 · 课程 · 1-4 周

您将获得的技能: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Governance, Extract, Transform, Load, Apache Kafka, Performance Tuning, Data Warehousing, Amazon S3, Amazon Web Services, Real Time Data, SQL
中级 · 课程 · 3-6 个月

Google Cloud
您将获得的技能: 云 API, 公共云, 网络分析, Java, 数据管道, Google 云端平台, Apache Kafka
初级 · 项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: Data Storytelling, Data Presentation, Data Synthesis, Microsoft Excel, Infographics, Data Visualization, Data Analysis, Data Cleansing, ChatGPT, Data Integration, Data Transformation, Data Validation, Exploratory Data Analysis, Prompt Engineering, LLM Application, Data Quality, Generative AI
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Presentation, Data Visualization Software, Query Languages, Data Integration, Data Analysis
初级 · 项目 · 不超过 2 小时

您将获得的技能: Network Troubleshooting, Network Security, OSI Models, Network Monitoring, Network Architecture, Computer Networking, TCP/IP, General Networking, Local Area Networks, Network Analysis, Network Protocols, Network Infrastructure, Software-Defined Networking, Network Administration, Networking Hardware, Network Switches
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Continuous Monitoring, Cloud Security, Cloud Storage, Data Security, Data Loss Prevention, Personally Identifiable Information, Google Cloud Platform, Data Management
中级 · 项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing
中级 · 课程 · 1-4 周