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。

您将获得的技能: Time Series Analysis and Forecasting, Data Visualization, Data Visualization Software, Statistical Visualization, Data Preprocessing, Box Plots, Anomaly Detection, Heat Maps, Plotly, Exploratory Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 微软 Azure, 数据管道, MLOps(机器学习 Operator), 数据库, 机器学习, Virtual Machine, 监督学习, 回归分析, Scikit-learn (机器学习库), 分类算法, 无监督学习, 模型部署, 应用机器学习, 人工智能和机器学习(AI/ML), 模型评估, 负责任的人工智能, 预测建模
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Data Quality, Data Integrity, Data Validation, Data Governance, Quality Assurance, Data Collection, Data Strategy, Data Preprocessing, Data Analysis, Verification And Validation, Design Strategies, Sampling (Statistics)
初级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Amazon S3, Amazon Web Services, SQL, Extract, Transform, Load, Data Quality, Data Pipelines, Version Control, Data Modeling, Data Storage, Cloud Storage, Git (Version Control System), Data Storage Technologies, Relational Databases, Data Security, Big Data
初级 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, Data Visualization Software, Data Visualization, Interactive Data Visualization, Histogram, Data Transformation, Data Processing, Apache Kafka, JSON, MySQL, SQL
中级 · 课程 · 1-4 周

您将获得的技能: Microsoft Copilot, Sales Strategy, Customer Analysis, Sales Enablement, Data Cleansing, Sales Management, Sales, Customer Insights, Data Quality, Customer Data Management, Customer Engagement, AI Personalization, Advanced Analytics, Analytics, Personalized Service, Cross Selling, Upselling, Predictive Analytics, Data-Driven Decision-Making, Data Integration
初级 · 课程 · 1-4 周

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Pseudocode, Theoretical Computer Science, Computer Programming
中级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Algorithms, Computer Programming, Computational Thinking, Theoretical Computer Science, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Google Cloud Platform, Model Deployment, Data Transformation, Dataflow, Extract, Transform, Load, Data Import/Export, Feature Engineering, Real Time Data, Unstructured Data, Tensorflow, Data Warehousing, Data Lakes, Data Quality, Data Pipelines, Data Processing, Apache Spark, Dashboard, Big Data, Apache Airflow, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

Institut Mines-Télécom
您将获得的技能: Data Management, Data Governance, General Data Protection Regulation (GDPR), Data Strategy, Data Literacy, Digital Transformation, Information Management, Data Quality, Business Intelligence, Data-Driven Decision-Making, Business Analytics, Competitive Intelligence, Data Visualization, Data Analysis, Big Data, Artificial Intelligence, Business Strategy
初级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Java Programming, Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Performance Tuning, Object-Relational Mapping, Computer Programming Tools
中级 · 专项课程 · 1-3 个月

您将获得的技能: Matplotlib, Pandas (Python Package), Data Import/Export, Data Visualization Software, Data Visualization, Microsoft Excel, NumPy, Time Series Analysis and Forecasting, Data Analysis, Data Manipulation
高级设置 · 课程 · 1-3 个月