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: Application Development, Event-Driven Programming, Application Design, User Interface (UI), Program Development, Development Environment, Data Integration
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Vector Databases, Data Strategy, Data Management, Data Architecture, Data Security, Data Governance, Generative AI Agents, Metadata Management, Data Ethics, Interoperability, Data Store, Retrieval-Augmented Generation, Embeddings, Taxonomy, Data Storage, Data Processing, Large Language Modeling, Machine Learning, Zero Trust Network Access, Agentic systems
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 微软 Azure, 云安全, 数据管理, 分析, 数据安全, 数据存储, 数据存储技术, 基于角色的访问控制(RBAC), 云应用, 数据架构, 云存储, 应用程序开发
中级 · 课程 · 1-3 个月

Talend
您将获得的技能: 数据管道, 情境管理, 数据访问, 数据迁移, Data Validation, 版本控制, 数据整合, 数据转换, 元数据管理, 数据操作, 数据库管理系统, 摘录, 数据流
中级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Dashboard, Data Transformation, Data Analysis, Excel Formulas, Data Visualization Software, Data Presentation, Data Manipulation, Business Intelligence, Data Cleansing
初级 · 课程 · 1-3 个月

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Box Plots, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Pandas (Python Package), NumPy
混合 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Power BI, Data Transformation, Data Cleansing, Query Languages, Data Manipulation, Data Integration, Data Validation, Data Import/Export, Data Quality, Data Analysis, Data Modeling, Anomaly Detection, Data Storage
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Power BI, Data-Driven Decision-Making, Data Analysis, Data Literacy, Business Intelligence, Data Processing, Data Collection, Business Analytics, Data Transformation, Data Visualization Software, Data Management
初级 · 课程 · 1-4 周

您将获得的技能: Apache Spark, PySpark, Data Persistence, Big Data, Data Processing, Distributed Computing, Scala Programming, JSON, Data Transformation, Performance Tuning
混合 · 课程 · 1-4 周

您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Data-Driven Decision-Making, Health Information Management and Medical Records, Business Process Automation
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 探索性数据分析, 数据伦理, 决策树学习, Scikit-learn (机器学习库), 机器学习算法, 异常检测, 无监督学习, 分类算法, 机器学习, 统计机器学习, 回归分析, 数据预处理, 功能工程, 应用机器学习, 数据挖掘, 监督学习, 模型评估
初级 · 课程 · 1-3 个月