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。

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Computer Programming
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Storytelling, Infographics, Layout Design, Branding
中级 · 课程 · 3-6 个月

Universidad de Palermo
您将获得的技能: Responsible AI, Predictive Modeling, Business Transformation, Data-Driven Decision-Making, Business Leadership, Data Science, Business Ethics, Business Analytics, Organizational Change, Innovation, Strategic Leadership, AI Security, Artificial Intelligence, Natural Language Processing, Machine Learning, Computer Vision, IT Service Management
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 数据管道, 数据流, 数据处理, 文件输入/输出, JSON, SQL, 实时数据, 数据转换, Jupyter, 性能调整
高级设置 · 课程 · 1-3 个月

您将获得的技能: PySpark, Apache Spark, Data Visualization Software, Data Analysis, Exploratory Data Analysis, Data Cleansing, Data Processing, Data Manipulation, Big Data, Jupyter, Pandas (Python Package), People Analytics
中级 · 指导项目 · 不超过 2 小时

University of Maryland, College Park
您将获得的技能: Data Storytelling, Data Visualization, Digital Transformation, Data Presentation, Data-Driven Decision-Making, Business Transformation, Presentations, Data Literacy, Decision Making, Dashboard, Business Analytics, Strategic Decision-Making, Customer Engagement, Analytics, Business Intelligence, Customer experience strategy (CX), Data Strategy, Case Studies, Leadership, Stakeholder Communications
初级 · 专项课程 · 3-6 个月

您将获得的技能: AWS Kinesis, Amazon DynamoDB, Amazon S3, Data Pipelines, Amazon CloudWatch, Cloud Storage, Real Time Data, AWS Identity and Access Management (IAM), Data Storage, Database Management Systems, Data Management, Data Infrastructure, Cloud Security, Encryption, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Application Security, Infrastructure Security, Data Security, Information Systems Security, Internet Of Things, Threat Modeling, Cybersecurity, Cloud Security, Security Engineering, Cryptography, Secure Coding, Network Security, Cyber Risk, Cyber Attacks, Mobile Security, Vulnerability, Vulnerability Scanning, Cloud Services, Web Applications, Cloud Platforms
混合 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据操作, 关系数据库, 数据质量, 分析, 地理信息系统, Query 语言, 数据映射, ArcGIS, 数据存储, 数据建模, 数据管理, 矢量数据库, 空间分析, 数据共享, 地理空间制图
中级 · 课程 · 1-4 周

Banco Interamericano de Desarrollo
您将获得的技能: Data Ethics, Policy Development, Data-Driven Decision-Making, Data Analysis, Data Collection, Policy Analysis, Data Quality, Surveys, Program Evaluation, Research, Statistical Analysis, Research Design
初级 · 课程 · 1-3 个月

您将获得的技能: Python 程序设计, 仪表板, 数据分析, 交互式数据可视化, Pandas(Python 软件包), ChatGPT, 生成式人工智能, 分析, 数据可视化软件, 数据驱动的决策制定, Matplotlib
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Tableau Software, Data Storytelling, Data Visualization Software, Data Analysis, Dashboard, Business Intelligence, Interactive Data Visualization
高级设置 · 课程 · 1-4 周